merge

.github/workflows/auto-cache/action.yaml

@@ -0,0 +1,58 @@
+name: 'automatically cache based on current runner'
+
+inputs:
+  path:
+    description: 'path to cache'
+    required: true
+  key:
+    description: 'key'
+    required: true
+  restore-keys:
+    description: 'restore-keys'
+    required: true
+  save:
+    description: 'whether to save the cache'
+    default: 'true'
+    required: false
+outputs:
+  cache-hit:
+    description: 'cache hit occurred'
+    value: ${{ (contains(runner.name, 'nsc') && steps.ns-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save != 'false' && steps.gha-cache.outputs.cache-hit) ||
+               (!contains(runner.name, 'nsc') && inputs.save == 'false' && steps.gha-cache-ro.outputs.cache-hit) }}
+
+runs:
+  using: "composite"
+  steps:
+    - name: setup namespace cache
+      id: ns-cache
+      if: ${{ contains(runner.name, 'nsc') }}
+      uses: namespacelabs/nscloud-cache-action@v1
+      with:
+        path: ${{ inputs.path }}
+
+    - name: setup github cache
+      id: gha-cache
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save != 'false' }}
+      uses: 'actions/cache@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    - name: setup github cache
+      id: gha-cache-ro
+      if: ${{ !contains(runner.name, 'nsc') && inputs.save == 'false' }}
+      uses: 'actions/cache/restore@v4'
+      with:
+        path: ${{ inputs.path }}
+        key: ${{ inputs.key }}
+        restore-keys: ${{ inputs.restore-keys }}
+
+    # make the directory manually in case we didn't get a hit, so it doesn't fail on future steps
+    - id: scons-cache-setup
+      shell: bash
+      run: |
+        mkdir -p ${{ inputs.path }}
+        sudo chmod -R 777 ${{ inputs.path }}
+        sudo chown -R $USER ${{ inputs.path }}

.github/workflows/badges.yaml

@@ -5,7 +5,9 @@ on:
   workflow_dispatch:
 
 env:
-  PYTHONPATH: ${{ github.workspace }}
+  BASE_IMAGE: sunnypilot-base
+  DOCKER_REGISTRY: ghcr.io/sunnypilot
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $DOCKER_REGISTRY/$BASE_IMAGE:latest /bin/bash -c
 
 jobs:
   badges:
@@ -18,10 +20,10 @@ jobs:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
     - name: Push badges
       run: |
-        python3 selfdrive/ui/translations/create_badges.py
+        ${{ env.RUN }} "python3 selfdrive/ui/translations/create_badges.py"
 
         rm .gitattributes
 

.github/workflows/build-all-tinygrad-models.yaml

@@ -34,10 +34,10 @@ jobs:
           echo "tinygrad_ref=$ref" >> $GITHUB_OUTPUT
           echo "tinygrad_ref is $ref"
 
-      - name: Checkout docs repo (sunnypilot-models, gh-pages)
+      - name: Checkout docs repo (sunnypilot-docs, gh-pages)
         uses: actions/checkout@v4
         with:
-          repository: sunnypilot/sunnypilot-models
+          repository: sunnypilot/sunnypilot-docs
           ref: gh-pages
           path: docs
           ssh-key: ${{ secrets.CI_SUNNYPILOT_DOCS_PRIVATE_KEY }}
@@ -202,7 +202,7 @@ jobs:
       - name: Checkout docs repo
         uses: actions/checkout@v4
         with:
-          repository: sunnypilot/sunnypilot-models
+          repository: sunnypilot/sunnypilot-docs
           ref: gh-pages
           path: docs
           ssh-key: ${{ secrets.CI_SUNNYPILOT_DOCS_PRIVATE_KEY }}

.github/workflows/build-single-tinygrad-model.yaml

@@ -119,7 +119,7 @@ jobs:
       - name: Checkout docs repo
         uses: actions/checkout@v4
         with:
-          repository: sunnypilot/sunnypilot-models
+          repository: sunnypilot/sunnypilot-docs
           ref: gh-pages
           path: docs
           ssh-key: ${{ secrets.CI_SUNNYPILOT_DOCS_PRIVATE_KEY }}

.github/workflows/cereal_validation.yaml

@@ -20,46 +20,57 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  CI: 1
+  PYTHONWARNINGS: error
+  BASE_IMAGE: openpilot-base
+  BUILD: selfdrive/test/docker_build.sh base
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e FILEREADER_CACHE=1 -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
 
 jobs:
+  generate_cereal_artifact:
+    name: Generate cereal validation artifacts
+    runs-on: ubuntu-24.04
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          submodules: true
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc) cereal"
+      - name: Generate the log file
+        run: |
+          ${{ env.RUN }} "cereal/messaging/tests/validate_sp_cereal_upstream.py -g -f schema_instances.bin" && \
+          ls -la
+          ls -la cereal/messaging/tests
+      - name: 'Prepare artifact'
+        run: |
+          mkdir -p "cereal/messaging/tests/cereal_validations"
+          cp cereal/messaging/tests/validate_sp_cereal_upstream.py "cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py"
+          cp schema_instances.bin "cereal/messaging/tests/cereal_validations/schema_instances.bin"
+      - name: 'Upload Artifact'
+        uses: actions/upload-artifact@v4
+        with:
+          name: cereal_validations
+          path: cereal/messaging/tests/cereal_validations
+
   validate_cereal_with_upstream:
     name: Validate cereal with Upstream
     runs-on: ubuntu-24.04
+    needs: generate_cereal_artifact
     steps:
-      - name: Checkout sunnypilot cereal
-        uses: actions/checkout@v6
-        with:
-          sparse-checkout: cereal
-
-      - name: Init sunnypilot opendbc submodule
-        run: git submodule update --init --depth 1 opendbc_repo
-
-      - name: Checkout upstream openpilot cereal
-        uses: actions/checkout@v6
+      - uses: actions/checkout@v4
         with:
           repository: 'commaai/openpilot'
-          path: upstream_openpilot
-          sparse-checkout: cereal
+          submodules: true
           ref: "refs/heads/master"
-
-      - name: Init upstream opendbc submodule
-        working-directory: upstream_openpilot
-        run: git submodule update --init --depth 1 opendbc_repo
-
-      - name: Install uv
-        run: pip install uv
-
-      - name: Generate sunnypilot schema
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc) cereal"
+      - name: Download build artifacts
+        uses: actions/download-artifact@v4
+        with:
+          name: cereal_validations
+          path: cereal/messaging/tests/cereal_validations
+      - name: 'Run the validation'
         run: |
-          PYCAPNP_VER=$(python3 -c "import re; m=re.search(r'name = \"pycapnp\"\nversion = \"([^\"]+)\"', open('uv.lock').read()); print(m.group(1))")
-          uv run --isolated --with "pycapnp==${PYCAPNP_VER}" \
-            python3 cereal/messaging/tests/validate_sp_cereal_upstream.py \
-            -g -f /tmp/sp_schema.json --cereal-dir cereal
-
-      - name: Validate against upstream
-        run: |
-          PYCAPNP_VER=$(python3 -c "import re; m=re.search(r'name = \"pycapnp\"\nversion = \"([^\"]+)\"', open('uv.lock').read()); print(m.group(1))")
-          uv run --isolated --with "pycapnp==${PYCAPNP_VER}" \
-            python3 cereal/messaging/tests/validate_sp_cereal_upstream.py \
-            -r -f /tmp/sp_schema.json --cereal-dir upstream_openpilot/cereal
+          chmod +x cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py
+          ${{ env.RUN }} "cereal/messaging/tests/cereal_validations/validate_sp_cereal_upstream.py -r -f cereal/messaging/tests/cereal_validations/schema_instances.bin"

.github/workflows/ci_weekly_report.yaml

@@ -0,0 +1,101 @@
+name: weekly CI test report
+on:
+  schedule:
+    - cron: '37 9 * * 1' # 9:37AM UTC -> 2:37AM PST every monday
+  workflow_dispatch:
+    inputs:
+      ci_runs:
+        description: 'The amount of runs to trigger in CI test report'
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  CI_RUNS: ${{ github.event.inputs.ci_runs || '50' }}
+
+jobs:
+  setup:
+    if: github.repository == 'sunnypilot/sunnypilot'
+    runs-on: ubuntu-latest
+    outputs:
+      ci_runs: ${{ steps.ci_runs_setup.outputs.matrix }}
+    steps:
+      - id: ci_runs_setup
+        name: CI_RUNS=${{ env.CI_RUNS }}
+        run: |
+          matrix=$(python3 -c "import json; print(json.dumps({ 'run_number' : list(range(${{ env.CI_RUNS }})) }))")
+          echo "matrix=$matrix" >> $GITHUB_OUTPUT
+
+  ci_matrix_run:
+    needs: [ setup ]
+    strategy:
+      fail-fast: false
+      matrix: ${{fromJSON(needs.setup.outputs.ci_runs)}}
+    uses: sunnypilot/sunnypilot/.github/workflows/ci_weekly_run.yaml@master
+    with:
+      run_number: ${{ matrix.run_number }}
+
+  report:
+    needs: [ci_matrix_run]
+    runs-on: ubuntu-latest
+    if: always() && github.repository == 'commaai/openpilot'
+    steps:
+      - name: Get job results
+        uses: actions/github-script@v8
+        id: get-job-results
+        with:
+          script: |
+            const jobs = await github
+              .paginate("GET /repos/{owner}/{repo}/actions/runs/{run_id}/attempts/{attempt}/jobs", {
+                owner: "commaai",
+                repo: "${{ github.event.repository.name }}",
+                run_id: "${{ github.run_id }}",
+                attempt: "${{ github.run_attempt }}",
+              })
+            var report = {}
+            jobs.slice(1, jobs.length-1).forEach(job => {
+              if (job.conclusion === "skipped") return;
+              const jobName = job.name.split(" / ")[2];
+              const runRegex = /\((.*?)\)/;
+              const run = job.name.match(runRegex)[1];
+              report[jobName] = report[jobName] || { successes: [], failures: [], canceled: [] };
+              switch (job.conclusion) {
+                case "success":
+                  report[jobName].successes.push({ "run_number": run, "link": job.html_url}); break;
+                case "failure":
+                  report[jobName].failures.push({ "run_number": run, "link": job.html_url }); break;
+                case "canceled":
+                  report[jobName].canceled.push({ "run_number": run, "link": job.html_url }); break;
+              }
+            });
+            return JSON.stringify({"jobs": report});
+
+      - name: Add job results to summary
+        env:
+          JOB_RESULTS: ${{ fromJSON(steps.get-job-results.outputs.result) }}
+        run: |
+          cat <<EOF >> template.html
+          <table>
+            <thead>
+              <tr>
+                <th></th>
+                <th>Job</th>
+                <th>✅ Passing</th>
+                <th>❌ Failure Details</th>
+              </tr>
+            </thead>
+            <tbody>
+              {% for key in jobs.keys() %}<tr>
+                <td>{% for i in range(5) %}{% if i+1 <= (5 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }}) %}🟩{% else %}🟥{% endif %}{% endfor%}</td>
+                <td>{{ key }}</td>
+                <td>{{ 100 * jobs[key]["successes"]|length // ${{ env.CI_RUNS }} }}%</td>
+                <td>{% if jobs[key]["failures"]|length > 0 %}<details>{% for failure in jobs[key]["failures"] %}<a href="{{ failure['link'] }}">Log for run #{{ failure['run_number'] }}</a><br>{% endfor %}</details>{% else %}{% endif %}</td>
+                </td>
+              </tr>{% endfor %}
+          </table>
+          EOF
+
+          pip install jinja2-cli
+          echo $JOB_RESULTS | jinja2 template.html > report.html
+          echo "# CI Test Report - ${{ env.CI_RUNS }} Runs" >> $GITHUB_STEP_SUMMARY
+          cat report.html >> $GITHUB_STEP_SUMMARY

.github/workflows/ci_weekly_run.yaml

@@ -0,0 +1,17 @@
+name: weekly CI test run
+on:
+  workflow_call:
+    inputs:
+      run_number:
+        required: true
+        type: string
+
+concurrency:
+  group: ci-run-${{ inputs.run_number }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  tests:
+    uses: sunnypilot/sunnypilot/.github/workflows/tests.yaml@master
+    with:
+      run_number: ${{ inputs.run_number }}

.github/workflows/compile-openpilot/action.yaml

@@ -0,0 +1,21 @@
+name: 'compile openpilot'
+
+runs:
+  using: "composite"
+  steps:
+    - shell: bash
+      name: Build openpilot with all flags
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
+        ${{ env.RUN }} "release/check-dirty.sh"
+    - shell: bash
+      name: Cleanup scons cache and rebuild
+      run: |
+          ${{ env.RUN }} "rm -rf /tmp/scons_cache/* && \
+                          scons -j$(nproc) --cache-populate"
+    - name: Save scons cache
+      uses: actions/cache/save@v4
+      if: github.ref == 'refs/heads/master'
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}

.github/workflows/diff_report.yaml

@@ -1,45 +0,0 @@
-name: diff report
-
-on:
-  pull_request_target:
-    types: [opened, synchronize, reopened]
-
-jobs:
-  comment:
-    name: comment
-    runs-on: ubuntu-latest
-    timeout-minutes: 10
-    permissions:
-      contents: read
-      pull-requests: write
-      actions: read
-    steps:
-    - name: Wait for process replay
-      id: wait
-      continue-on-error: true
-      uses: lewagon/wait-on-check-action@v1.3.4
-      with:
-        ref: ${{ github.event.pull_request.head.sha }}
-        check-name: process replay
-        repo-token: ${{ secrets.GITHUB_TOKEN }}
-        allowed-conclusions: success,failure
-        wait-interval: 20
-    - name: Download diff
-      if: steps.wait.outcome == 'success'
-      uses: dawidd6/action-download-artifact@v6
-      with:
-        github_token: ${{ secrets.GITHUB_TOKEN }}
-        workflow: tests.yaml
-        workflow_conclusion: ''
-        pr: ${{ github.event.number }}
-        name: diff_report_${{ github.event.number }}
-        path: .
-        allow_forks: true
-    - name: Comment on PR
-      if: steps.wait.outcome == 'success'
-      uses: thollander/actions-comment-pull-request@v2
-      with:
-        filePath: diff_report.txt
-        comment_tag: diff_report
-        pr_number: ${{ github.event.number }}
-        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/docs.yaml

@@ -29,9 +29,9 @@ jobs:
     # Build
     - name: Build docs
       run: |
-        git lfs pull
-        pip install zensical
-        python scripts/docs.py build
+        # TODO: can we install just the "docs" dependency group without the normal deps?
+        pip install mkdocs
+        mkdocs build
 
     # Push to docs.comma.ai
     - uses: actions/checkout@v6

.github/workflows/mici_raylib_ui_preview.yaml

@@ -0,0 +1,151 @@
+name: "mici raylib ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/assets/**'
+      - 'selfdrive/ui/**'
+      - 'system/ui/**'
+  workflow_dispatch:
+
+env:
+  UI_JOB_NAME: "Create mici raylib UI Report"
+  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
+  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}-mici-raylib-ui"
+  MASTER_BRANCH_NAME: "openpilot_master_ui_mici_raylib"
+  # All report files are pushed here
+  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
+
+jobs:
+  preview:
+    if: github.repository == 'sunnypilot/sunnypilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          submodules: true
+
+      - name: Waiting for ui generation to end
+        uses: lewagon/wait-on-check-action@v1.3.4
+        with:
+          ref: ${{ env.SHA }}
+          check-name: ${{ env.UI_JOB_NAME }}
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-conclusions: success
+          wait-interval: 20
+
+      - name: Getting workflow run ID
+        id: get_run_id
+        run: |
+          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
+
+      - name: Getting proposed ui  # filename: pr_ui/mici_ui_replay.mp4
+        id: download-artifact
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: mici-raylib-report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting master ui  # filename: master_ui_raylib/mici_ui_replay.mp4
+        uses: actions/checkout@v6
+        with:
+          repository: sunnypilot/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_ui_raylib
+          ref: ${{ env.MASTER_BRANCH_NAME }}
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git checkout --orphan=new_master_ui_mici_raylib
+          git rm -rf *
+          git branch -D ${{ env.MASTER_BRANCH_NAME }}
+          git branch -m ${{ env.MASTER_BRANCH_NAME }}
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "mici raylib video for commit ${{ env.SHA }}"
+          git push origin ${{ env.MASTER_BRANCH_NAME }} --force
+
+      - name: Setup FFmpeg
+        uses: AnimMouse/setup-ffmpeg@ae28d57dabbb148eff63170b6bf7f2b60062cbae
+
+      - name: Finding diff
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: |
+          # Find the video file from PR
+          pr_video="${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4"
+          mv "${{ github.workspace }}/pr_ui/mici_ui_replay.mp4" "$pr_video"
+
+          master_video="${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4"
+          mv "${{ github.workspace }}/master_ui_raylib/mici_ui_replay.mp4" "$master_video"
+
+          # Run report
+          export PYTHONPATH=${{ github.workspace }}
+          baseurl="https://github.com/sunnypilot/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
+          diff_exit_code=0
+          python3 ${{ github.workspace }}/selfdrive/ui/tests/diff/diff.py "${{ github.workspace }}/pr_ui/mici_ui_replay_master.mp4" "${{ github.workspace }}/pr_ui/mici_ui_replay_proposed.mp4" "diff.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
+
+          # Copy diff report files
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html ${{ github.workspace }}/pr_ui/
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.mp4 ${{ github.workspace }}/pr_ui/
+
+          REPORT_URL="https://sunnypilot.github.io/ci-artifacts/diff_pr_${{ github.event.number }}.html"
+          if [ $diff_exit_code -eq 0 ]; then
+            DIFF="✅ Videos are identical! [View Diff Report]($REPORT_URL)"
+          else
+            DIFF="❌ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"
+          fi
+          echo "DIFF=$DIFF" >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          # Overwrite PR branch w/ proposed ui, and master ui at this point in time for future reference
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "mici raylib video for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+          # Append diff report to report files branch
+          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
+          cp ${{ github.workspace }}/selfdrive/ui/tests/diff/report/diff.html diff_pr_${{ github.event.number }}.html
+          git add diff_pr_${{ github.event.number }}.html
+          git commit -m "mici raylib ui diff report for PR #${{ github.event.number }}" || echo "No changes to commit"
+          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
+
+      - name: Comment Video on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_video_mici_raylib **${{ github.run_id }}**)_ -->
+            ## mici raylib UI Preview
+            ${{ steps.find_diff.outputs.DIFF }}
+          comment_tag: run_id_video_mici_raylib
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/model_review.yaml

@@ -17,8 +17,6 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v6
-        with:
-          submodules: true
       - name: Checkout master
         uses: actions/checkout@v6
         with:
@@ -27,12 +25,14 @@ jobs:
       - run: git lfs pull
       - run: cd base && git lfs pull
 
+      - run: pip install onnx
+
       - name: scripts/reporter.py
         id: report
         run: |
           echo "content<<EOF" >> $GITHUB_OUTPUT
           echo "## Model Review" >> $GITHUB_OUTPUT
-          PYTHONPATH=${{ github.workspace }} MASTER_PATH=${{ github.workspace }}/base python scripts/reporter.py >> $GITHUB_OUTPUT
+          MASTER_PATH=${{ github.workspace }}/base python scripts/reporter.py >> $GITHUB_OUTPUT
           echo "EOF" >> $GITHUB_OUTPUT
 
       - name: Post model report comment

.github/workflows/prebuilt.yaml

@@ -6,7 +6,7 @@ on:
 
 env:
   DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
-  BUILD: release/ci/docker_build_sp.sh
+  BUILD: release/ci/docker_build_sp.sh prebuilt
 
 jobs:
   build_prebuilt:
@@ -28,7 +28,7 @@ jobs:
         wait-interval: 30
         running-workflow-name: 'build prebuilt'
         repo-token: ${{ secrets.GITHUB_TOKEN }}
-        check-regexp: ^((?!.*(build master-ci|create badges).*).)*$
+        check-regexp: ^((?!.*(build master-ci).*).)*$
     - uses: actions/checkout@v6
       with:
         submodules: true

.github/workflows/raylib_ui_preview.yaml

@@ -0,0 +1,175 @@
+name: "raylib ui preview"
+on:
+  push:
+    branches:
+      - master
+  pull_request_target:
+    types: [assigned, opened, synchronize, reopened, edited]
+    branches:
+      - 'master'
+    paths:
+      - 'selfdrive/assets/**'
+      - 'selfdrive/ui/**'
+      - 'system/ui/**'
+  workflow_dispatch:
+
+env:
+  UI_JOB_NAME: "Create raylib UI Report"
+  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
+  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}-raylib-ui"
+
+jobs:
+  preview:
+    if: github.repository == 'sunnypilot/sunnypilot'
+    name: preview
+    runs-on: ubuntu-latest
+    timeout-minutes: 20
+    permissions:
+      contents: read
+      pull-requests: write
+      actions: read
+    steps:
+      - name: Waiting for ui generation to start
+        run: sleep 30
+
+      - name: Waiting for ui generation to end
+        uses: lewagon/wait-on-check-action@v1.3.4
+        with:
+          ref: ${{ env.SHA }}
+          check-name: ${{ env.UI_JOB_NAME }}
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+          allowed-conclusions: success
+          wait-interval: 20
+
+      - name: Getting workflow run ID
+        id: get_run_id
+        run: |
+          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
+
+      - name: Getting proposed ui
+        id: download-artifact
+        uses: dawidd6/action-download-artifact@v6
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          run_id: ${{ steps.get_run_id.outputs.run_id }}
+          search_artifacts: true
+          name: raylib-report-1-${{ env.REPORT_NAME }}
+          path: ${{ github.workspace }}/pr_ui
+
+      - name: Getting master ui
+        uses: actions/checkout@v6
+        with:
+          repository: sunnypilot/ci-artifacts
+          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
+          path: ${{ github.workspace }}/master_ui_raylib
+          ref: openpilot_master_ui_raylib
+
+      - name: Saving new master ui
+        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git checkout --orphan=new_master_ui_raylib
+          git rm -rf *
+          git branch -D openpilot_master_ui_raylib
+          git branch -m openpilot_master_ui_raylib
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          mv ${{ github.workspace }}/pr_ui/*.png .
+          git add .
+          git commit -m "raylib screenshots for commit ${{ env.SHA }}"
+          git push origin openpilot_master_ui_raylib --force
+
+      - name: Finding diff
+        if: github.event_name == 'pull_request_target'
+        id: find_diff
+        run: >-
+          sudo apt-get update && sudo apt-get install -y imagemagick
+
+          scenes=$(find ${{ github.workspace }}/pr_ui/*.png -type f -printf "%f\n" | cut -d '.' -f 1 | grep -v 'pair_device')
+          A=($scenes)
+
+          DIFF=""
+          TABLE="<details><summary>All Screenshots</summary>"
+          TABLE="${TABLE}<table>"
+
+          for ((i=0; i<${#A[*]}; i=i+1));
+          do
+            # Check if the master file exists
+            if [ ! -f "${{ github.workspace }}/master_ui_raylib/${A[$i]}.png" ]; then
+              # This is a new file in PR UI that doesn't exist in master
+              DIFF="${DIFF}<details open>"
+              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{cyan}\\text{NEW}}\$\$</summary>"
+              DIFF="${DIFF}<table>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}</table>"
+              DIFF="${DIFF}</details>"
+            elif ! compare -fuzz 2% -highlight-color DeepSkyBlue1 -lowlight-color Black -compose Src ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png; then
+              convert ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png -transparent black mask.png
+              composite mask.png ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png
+              convert -delay 100 ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png composite_diff.png -loop 0 ${{ github.workspace }}/pr_ui/${A[$i]}_diff.gif
+
+              mv ${{ github.workspace }}/master_ui_raylib/${A[$i]}.png ${{ github.workspace }}/pr_ui/${A[$i]}_master_ref.png
+
+              DIFF="${DIFF}<details open>"
+              DIFF="${DIFF}<summary>${A[$i]} : \$\${\\color{red}\\text{DIFFERENT}}\$\$</summary>"
+              DIFF="${DIFF}<table>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> master <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_master_ref.png\"> </td>"
+              DIFF="${DIFF}  <td> proposed <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}<tr>"
+              DIFF="${DIFF}  <td> diff <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.png\"> </td>"
+              DIFF="${DIFF}  <td> composite diff <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}_diff.gif\"> </td>"
+              DIFF="${DIFF}</tr>"
+
+              DIFF="${DIFF}</table>"
+              DIFF="${DIFF}</details>"
+            else
+              rm -f ${{ github.workspace }}/pr_ui/${A[$i]}_diff.png
+            fi
+
+            INDEX=$(($i % 2))
+            if [[ $INDEX -eq 0 ]]; then
+              TABLE="${TABLE}<tr>"
+            fi
+            TABLE="${TABLE}  <td> <img src=\"https://raw.githubusercontent.com/sunnypilot/ci-artifacts/${{ env.BRANCH_NAME }}/${A[$i]}.png\"> </td>"
+            if [[ $INDEX -eq 1 || $(($i + 1)) -eq ${#A[*]} ]]; then
+              TABLE="${TABLE}</tr>"
+            fi
+          done
+
+          TABLE="${TABLE}</table></details>"
+
+          echo "DIFF=$DIFF$TABLE" >> "$GITHUB_OUTPUT"
+
+      - name: Saving proposed ui
+        if: github.event_name == 'pull_request_target'
+        working-directory: ${{ github.workspace }}/master_ui_raylib
+        run: |
+          git config user.name "GitHub Actions Bot"
+          git config user.email "<>"
+          git checkout --orphan=${{ env.BRANCH_NAME }}
+          git rm -rf *
+          mv ${{ github.workspace }}/pr_ui/* .
+          git add .
+          git commit -m "raylib screenshots for PR #${{ github.event.number }}"
+          git push origin ${{ env.BRANCH_NAME }} --force
+
+      - name: Comment Screenshots on PR
+        if: github.event_name == 'pull_request_target'
+        uses: thollander/actions-comment-pull-request@v2
+        with:
+          message: |
+            <!-- _(run_id_screenshots_raylib **${{ github.run_id }}**)_ -->
+            ## raylib UI Preview
+            ${{ steps.find_diff.outputs.DIFF }}
+          comment_tag: run_id_screenshots_raylib
+          pr_number: ${{ github.event.number }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/release.yaml

@@ -7,12 +7,20 @@ on:
 jobs:
   build___nightly:
     name: build __nightly
+    env:
+      ImageOS: ubuntu24
+    container:
+      image: ghcr.io/sunnypilot/sunnypilot-base:latest
     runs-on: ubuntu-latest
     if: github.repository == 'sunnypilot/sunnypilot'
     permissions:
       checks: read
       contents: write
     steps:
+    - name: Install wait-on-check-action dependencies
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y libyaml-dev
     - name: Wait for green check mark
       if: ${{ github.event_name == 'schedule' }}
       uses: lewagon/wait-on-check-action@ccfb013c15c8afb7bf2b7c028fb74dc5a068cccc
@@ -21,11 +29,14 @@ jobs:
         wait-interval: 30
         running-workflow-name: 'build __nightly'
         repo-token: ${{ secrets.GITHUB_TOKEN }}
-        check-regexp: ^((?!.*(build prebuilt|create badges).*).)*$
-    - uses: actions/checkout@v4
+        check-regexp: ^((?!.*(build prebuilt).*).)*$
+    - uses: actions/checkout@v6
       with:
         submodules: true
         fetch-depth: 0
-    - run: ./tools/op.sh setup
+    - name: Pull LFS
+      run: |
+        git config --global --add safe.directory '*'
+        git lfs pull
     - name: Push __nightly
       run: BRANCH=__nightly release/build_stripped.sh

.github/workflows/repo-maintenance.yaml

@@ -6,42 +6,56 @@ on:
   workflow_dispatch:
 
 env:
-  PYTHONPATH: ${{ github.workspace }}
+  BASE_IMAGE: sunnypilot-base
+  BUILD: release/ci/docker_build_sp.sh base
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
 
 jobs:
+  update_translations:
+    runs-on: ubuntu-latest
+    if: github.repository == 'sunnypilot/sunnypilot'
+    steps:
+      - uses: actions/checkout@v6
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Update translations
+        run: |
+          ${{ env.RUN }} "python3 selfdrive/ui/update_translations.py --vanish"
+      - name: Create Pull Request
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0
+        with:
+          author: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
+          commit-message: "Update translations"
+          title: "[bot] Update translations"
+          body: "Automatic PR from repo-maintenance -> update_translations"
+          branch: "update-translations"
+          base: "master"
+          delete-branch: true
+          labels: bot
+
   package_updates:
     name: package_updates
     runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/sunnypilot/sunnypilot-base:latest
     if: github.repository == 'sunnypilot/sunnypilot'
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
     - name: uv lock
-      run: uv lock --upgrade
+      run: |
+        python3 -m ensurepip --upgrade
+        pip3 install uv
+        uv lock --upgrade
     - name: uv pip tree
       id: pip_tree
       run: |
         echo 'PIP_TREE<<EOF' >> $GITHUB_OUTPUT
         uv pip tree >> $GITHUB_OUTPUT
         echo 'EOF' >> $GITHUB_OUTPUT
-    - name: venv size
-      id: venv_size
-      run: |
-        echo 'VENV_SIZE<<EOF' >> $GITHUB_OUTPUT
-        echo "Total: $(du -sh .venv | cut -f1)" >> $GITHUB_OUTPUT
-        echo "" >> $GITHUB_OUTPUT
-        echo "Top 10 by size:" >> $GITHUB_OUTPUT
-        du -sh .venv/lib/python*/site-packages/* 2>/dev/null \
-          | grep -v '\.dist-info' \
-          | grep -v '__pycache__' \
-          | sort -rh \
-          | head -10 \
-          | while IFS=$'\t' read size path; do echo "$size  ${path##*/}"; done >> $GITHUB_OUTPUT
-        echo 'EOF' >> $GITHUB_OUTPUT
     - name: bump submodules
       run: |
+        git config --global --add safe.directory '*'
         git config submodule.msgq.update none
         git config submodule.rednose_repo.update none
         git config submodule.teleoprtc_repo.update none
@@ -50,6 +64,8 @@ jobs:
         git add .
     - name: update car docs
       run: |
+        export PYTHONPATH="$PWD"
+        scons -j$(nproc) --minimal opendbc_repo
         python selfdrive/car/docs.py
         git add docs/CARS.md
     - name: Create Pull Request
@@ -66,12 +82,6 @@ jobs:
           Automatic PR from repo-maintenance -> package_updates
 
           ```
-          $ du -sh .venv && du -sh .venv/lib/python*/site-packages/* | sort -rh | head -10
-          ${{ steps.venv_size.outputs.VENV_SIZE }}
-          ```
-
-          ```
-          $ uv pip tree
           ${{ steps.pip_tree.outputs.PIP_TREE }}
           ```
         labels: bot

.github/workflows/setup-with-retry/action.yaml

@@ -0,0 +1,52 @@
+name: 'openpilot env setup, with retry on failure'
+
+inputs:
+  docker_hub_pat:
+    description: 'Auth token for Docker Hub, required for BuildJet jobs'
+    required: false
+    default: ''
+  sleep_time:
+    description: 'Time to sleep between retries'
+    required: false
+    default: 30
+
+outputs:
+  duration:
+    description: 'Duration of the setup process in seconds'
+    value: ${{ steps.get_duration.outputs.duration }}
+
+runs:
+  using: "composite"
+  steps:
+    - id: start_time
+      shell: bash
+      run: echo "START_TIME=$(date +%s)" >> $GITHUB_ENV
+    - id: setup1
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup1.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup2
+      if: steps.setup1.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      continue-on-error: true
+      with:
+        is_retried: true
+    - if: steps.setup2.outcome == 'failure'
+      shell: bash
+      run: sleep ${{ inputs.sleep_time }}
+    - id: setup3
+      if: steps.setup2.outcome == 'failure'
+      uses: ./.github/workflows/setup
+      with:
+        is_retried: true
+    - id: get_duration
+      shell: bash
+      run: |
+        END_TIME=$(date +%s)
+        DURATION=$((END_TIME - START_TIME))
+        echo "Total duration: $DURATION seconds"
+        echo "duration=$DURATION" >> $GITHUB_OUTPUT

.github/workflows/setup/action.yaml

@@ -0,0 +1,56 @@
+name: 'openpilot env setup'
+
+inputs:
+  is_retried:
+    description: 'A mock param that asserts that we use the setup-with-retry instead of this action directly'
+    required: false
+    default: 'false'
+
+runs:
+  using: "composite"
+  steps:
+    # assert that this action is retried using the setup-with-retry
+    - shell: bash
+      if: ${{ inputs.is_retried == 'false' }}
+      run: |
+        echo "You should not run this action directly. Use setup-with-retry instead"
+        exit 1
+
+    - shell: bash
+      name: No retries!
+      run: |
+        if [ "${{ github.run_attempt }}" -gt ${{ github.event.pull_request.head.repo.fork && github.event.pull_request.author_association == 'NONE' && 2 || 1}} ]; then
+          echo -e "\033[0;31m##################################################"
+          echo -e "\033[0;31m    Retries not allowed! Fix the flaky test!      "
+          echo -e "\033[0;31m##################################################\033[0m"
+          exit 1
+        fi
+
+    # do this after checkout to ensure our custom LFS config is used to pull from GitLab
+    - shell: bash
+      run: git lfs pull
+
+    # build cache
+    - id: date
+      shell: bash
+      run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - shell: bash
+      run: echo "$CACHE_COMMIT_DATE"
+    - id: scons-cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        path: .ci_cache/scons_cache
+        key: scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          scons-${{ runner.arch }}-${{ env.CACHE_COMMIT_DATE }}
+          scons-${{ runner.arch }}
+    # as suggested here: https://github.com/moby/moby/issues/32816#issuecomment-910030001
+    - id: normalize-file-permissions
+      shell: bash
+      name: Normalize file permissions to ensure a consistent docker build cache
+      run: |
+        find . -type f -executable -not -perm 755 -exec chmod 755 {} \;
+        find . -type f -not -executable -not -perm 644 -exec chmod 644 {} \;
+    # build our docker image
+    - shell: bash
+      run: eval ${{ env.BUILD }}

.github/workflows/sunnypilot-build-model.yaml

@@ -173,18 +173,9 @@ jobs:
 
             echo "Compiling: $onnx_file -> $output_file"
             QCOM=1 python3 "${{ env.TINYGRAD_PATH }}/examples/openpilot/compile3.py" "$onnx_file" "$output_file"
-            DEV=QCOM FLOAT16=1 NOLOCALS=1 JIT_BATCH_SIZE=0 python3 "${{ env.MODELS_DIR }}/../get_model_metadata.py" "$onnx_file" || true
+            QCOM=1 python3 "${{ env.MODELS_DIR }}/../get_model_metadata.py" "$onnx_file" || true
           done
 
-      - name: Validate Model Outputs
-        run: |
-          source /etc/profile
-          export UV_PROJECT_ENVIRONMENT=${HOME}/venv
-          export VIRTUAL_ENV=$UV_PROJECT_ENVIRONMENT
-          python3 "${{ github.workspace }}/release/ci/model_generator.py" \
-            --validate-only \
-            --model-dir "${{ env.MODELS_DIR }}"
-
       - name: Prepare Output
         run: |
           sudo rm -rf ${{ env.OUTPUT_DIR }}
@@ -193,6 +184,7 @@ jobs:
           # Copy the model files
           rsync -avm \
             --include='*.dlc' \
+            --include='*.thneed' \
             --include='*.pkl' \
             --include='*.onnx' \
             --exclude='*' \

.github/workflows/sunnypilot-build-prebuilt.yaml

@@ -180,12 +180,14 @@ jobs:
           ./release/release_files.py | sort | uniq | rsync -rRl${RUNNER_DEBUG:+v} --files-from=- . $BUILD_DIR/
           cd $BUILD_DIR
           sed -i '/from .board.jungle import PandaJungle, PandaJungleDFU/s/^/#/' panda/__init__.py
+          echo "Building sunnypilot's modeld..."
+          scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal sunnypilot/modeld
           echo "Building sunnypilot's modeld_v2..."
           scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal sunnypilot/modeld_v2
           echo "Building sunnypilot's locationd..."
           scons -j2 cache_dir=${{env.SCONS_CACHE_DIR}} --minimal sunnypilot/selfdrive/locationd
           echo "Building openpilot's locationd..."
-          scons -j1 cache_dir=${{env.SCONS_CACHE_DIR}} --minimal selfdrive/locationd
+          scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal selfdrive/locationd
           echo "Building rest of sunnypilot"
           scons -j$(nproc) cache_dir=${{env.SCONS_CACHE_DIR}} --minimal
           touch ${BUILD_DIR}/prebuilt
@@ -217,6 +219,7 @@ jobs:
             --exclude='**/.venv/' \
             --exclude='selfdrive/modeld/models/driving_vision.onnx' \
             --exclude='selfdrive/modeld/models/driving_policy.onnx' \
+            --exclude='sunnypilot/modeld*/models/supercombo.onnx' \
             --exclude='third_party/*x86*' \
             --exclude='third_party/*Darwin*' \
             --delete-excluded \

.github/workflows/sunnypilot-master-dev-prep.yaml

@@ -241,3 +241,10 @@ jobs:
           gh run watch "$RUN_ID"
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Trigger prebuilt workflow
+        if: success() && steps.push-changes.outputs.has_changes == 'true'
+        run: |
+          gh workflow run sunnypilot-build-prebuilt.yaml --ref "${{ inputs.target_branch || env.DEFAULT_TARGET_BRANCH }}"
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/tests.yaml

@@ -18,8 +18,13 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  CI: 1
-  PYTHONPATH: ${{ github.workspace }}
+  PYTHONWARNINGS: error
+  BASE_IMAGE: sunnypilot-base
+  DOCKER_LOGIN: docker login ghcr.io -u ${{ github.actor }} -p ${{ secrets.GITHUB_TOKEN }}
+  BUILD: release/ci/docker_build_sp.sh base
+
+  RUN: docker run --shm-size 2G -v $PWD:/tmp/openpilot -w /tmp/openpilot -e CI=1 -e PYTHONWARNINGS=error -e PYTHONPATH=/tmp/openpilot -e NUM_JOBS -e JOB_ID -e GITHUB_ACTION -e GITHUB_REF -e GITHUB_HEAD_REF -e GITHUB_SHA -e GITHUB_REPOSITORY -e GITHUB_RUN_ID -v $GITHUB_WORKSPACE/.ci_cache/scons_cache:/tmp/scons_cache -v $GITHUB_WORKSPACE/.ci_cache/comma_download_cache:/tmp/comma_download_cache -v $GITHUB_WORKSPACE/.ci_cache/openpilot_cache:/tmp/openpilot_cache $BASE_IMAGE /bin/bash -c
+
   PYTEST: pytest --continue-on-collection-errors --durations=0 -n logical
 
 jobs:
@@ -29,11 +34,10 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
     env:
       STRIPPED_DIR: /tmp/releasepilot
-      PYTHONPATH: /tmp/releasepilot
     steps:
     - uses: actions/checkout@v6
       with:
@@ -47,15 +51,17 @@ jobs:
     - name: Build devel
       timeout-minutes: 1
       run: TARGET_DIR=$STRIPPED_DIR release/build_stripped.sh
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
     - name: Build openpilot and run checks
-      timeout-minutes: 30
-      working-directory: ${{ env.STRIPPED_DIR }}
-      run: python3 system/manager/build.py
+      timeout-minutes: ${{ ((steps.restore-scons-cache.outputs.cache-hit == 'true') && 10 || 30) }} # allow more time when we missed the scons cache
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "python3 system/manager/build.py"
     - name: Run tests
       timeout-minutes: 1
-      working-directory: ${{ env.STRIPPED_DIR }}
-      run: release/check-dirty.sh
+      run: |
+        cd $STRIPPED_DIR
+        ${{ env.RUN }} "release/check-dirty.sh"
     - name: Check submodules
       if: github.repository == 'sunnypilot/sunnypilot'
       timeout-minutes: 3
@@ -77,20 +83,73 @@ jobs:
         fi
         release/check-submodules.sh
 
+  build:
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+    - uses: actions/checkout@v6
+      with:
+        submodules: true
+    - name: Setup docker push
+      if: github.ref == 'refs/heads/master' && github.event_name != 'pull_request' && github.repository == 'sunnypilot/sunnypilot'
+      run: |
+        echo "PUSH_IMAGE=true" >> "$GITHUB_ENV"
+        $DOCKER_LOGIN
+    - uses: ./.github/workflows/setup-with-retry
+    - uses: ./.github/workflows/compile-openpilot
+      timeout-minutes: 30
+
   build_mac:
     name: build macOS
+    if: false # tmp disable due to brew install not working
     runs-on: ${{ ((github.repository == 'commaai/openpilot') && ((github.event_name != 'pull_request') || (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))) && 'namespace-profile-macos-8x14' || 'macos-latest' }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - name: Remove Homebrew from environment
-      run: |
-        FILTERED=$(echo "$PATH" | tr ':' '\n' | grep -v '/opt/homebrew' | tr '\n' ':')
-        echo "PATH=${FILTERED}/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin" >> $GITHUB_ENV
-    - run: ./tools/op.sh setup
+    - run: echo "CACHE_COMMIT_DATE=$(git log -1 --pretty='format:%cd' --date=format:'%Y-%m-%d-%H:%M')" >> $GITHUB_ENV
+    - name: Homebrew cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        save: false # No need save here if we manually save it later conditionally
+        path: ~/Library/Caches/Homebrew
+        key: brew-macos-${{ hashFiles('tools/Brewfile') }}-${{ github.sha }}
+        restore-keys: |
+          brew-macos-${{ hashFiles('tools/Brewfile') }}
+          brew-macos-
+    - name: Install dependencies
+      run: ./tools/mac_setup.sh
+      env:
+        PYTHONWARNINGS: default  # package install has DeprecationWarnings
+        HOMEBREW_DISPLAY_INSTALL_TIMES: 1
+    - name: Save Homebrew cache
+      uses: actions/cache/save@v4
+      if: github.ref == 'refs/heads/master'
+      with:
+        path: ~/Library/Caches/Homebrew
+        key: brew-macos-${{ hashFiles('tools/Brewfile') }}-${{ github.sha }}
+    - run: git lfs pull
+    - name: Getting scons cache
+      uses: ./.github/workflows/auto-cache
+      with:
+        save: false # No need save here if we manually save it later conditionally
+        path: /tmp/scons_cache
+        key: scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
+        restore-keys: |
+          scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}
+          scons-${{ runner.arch }}-macos
     - name: Building openpilot
-      run: scons
+      run: . .venv/bin/activate && scons -j$(nproc)
+    - name: Save scons cache
+      uses: actions/cache/save@v4
+      if: github.ref == 'refs/heads/master'
+      with:
+        path: /tmp/scons_cache
+        key: scons-${{ runner.arch }}-macos-${{ env.CACHE_COMMIT_DATE }}-${{ github.sha }}
 
   static_analysis:
     name: static analysis
@@ -98,16 +157,18 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
+    env:
+      PYTHONWARNINGS: default
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
     - name: Static analysis
       timeout-minutes: 1
-      run: scripts/lint/lint.sh
+      run: ${{ env.RUN }} "scripts/lint/lint.sh"
 
   unit_tests:
     name: unit tests
@@ -115,22 +176,24 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
     - name: Build openpilot
-      run: scons -j$(nproc)
+      run: ${{ env.RUN }} "scons -j$(nproc)"
     - name: Run unit tests
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 999 }}
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 999 }}
       run: |
-        source selfdrive/test/setup_xvfb.sh
-        # Pre-compile Python bytecode so each pytest worker doesn't need to
-        $PYTEST --collect-only -m 'not slow' -qq
-        MAX_EXAMPLES=1 $PYTEST -m 'not slow'
+        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
+                        # Pre-compile Python bytecode so each pytest worker doesn't need to
+                        $PYTEST --collect-only -m 'not slow' -qq && \
+                        MAX_EXAMPLES=1 $PYTEST -m 'not slow' && \
+                        chmod -R 777 /tmp/comma_download_cache"
 
   process_replay:
     name: process replay
@@ -139,39 +202,39 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
+    - name: Cache test routes
+      id: dependency-cache
+      uses: actions/cache@v5
+      with:
+        path: .ci_cache/comma_download_cache
+        key: proc-replay-${{ hashFiles('selfdrive/test/process_replay/test_processes.py') }}
     - name: Build openpilot
-      run: scons -j$(nproc)
+      run: |
+        ${{ env.RUN }} "scons -j$(nproc)"
     - name: Run replay
-      timeout-minutes: ${{ contains(runner.name, 'nsc') && 2 || 20 }}
+      timeout-minutes: ${{ contains(runner.name, 'nsc') && (steps.dependency-cache.outputs.cache-hit == 'true') && ((steps.setup-step.outputs.duration < 18) && 1 || 2) || 20 }}
       continue-on-error: ${{ github.ref == 'refs/heads/master' }}
-      run: selfdrive/test/process_replay/test_processes.py -j$(nproc)
+      run: |
+        ${{ env.RUN }} "selfdrive/test/process_replay/test_processes.py -j$(nproc) && \
+                        chmod -R 777 /tmp/comma_download_cache"
     - name: Print diff
       id: print-diff
       if: always()
       run: cat selfdrive/test/process_replay/diff.txt
-    - name: Print diff report
-      if: always()
-      run: cat selfdrive/test/process_replay/diff_report.txt
     - uses: actions/upload-artifact@v6
       if: always()
       continue-on-error: true
       with:
         name: process_replay_diff.txt
         path: selfdrive/test/process_replay/diff.txt
-    - name: Upload diff report
-      uses: actions/upload-artifact@v6
-      if: always() && github.event_name == 'pull_request'
-      continue-on-error: true
-      with:
-        name: diff_report_${{ github.event.number }}
-        path: selfdrive/test/process_replay/diff_report.txt
     - name: Checkout ci-artifacts
       if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
       uses: actions/checkout@v4
@@ -183,21 +246,21 @@ jobs:
       if: github.repository == 'commaai/openpilot' && github.ref == 'refs/heads/master'
       working-directory: ${{ github.workspace }}/ci-artifacts
       run: |
+        git checkout --orphan process-replay
+        git rm -rf .
         git config user.name "GitHub Actions Bot"
         git config user.email "<>"
-        git fetch origin process-replay || true
-        git checkout process-replay 2>/dev/null || git checkout --orphan process-replay
         cp ${{ github.workspace }}/selfdrive/test/process_replay/fakedata/*.zst .
         echo "${{ github.sha }}" > ref_commit
         git add .
-        git commit -m "process-replay refs for ${{ github.repository }}@${{ github.sha }}" || echo "No changes to commit"
+        git commit -m "process-replay refs for ${{ github.repository }}@${{ github.sha }}"
         git push origin process-replay --force
     - name: Run regen
       if: false
       timeout-minutes: 4
-      env:
-        ONNXCPU: 1
-      run: $PYTEST selfdrive/test/process_replay/test_regen.py
+      run: |
+        ${{ env.RUN }} "ONNXCPU=1 $PYTEST selfdrive/test/process_replay/test_regen.py && \
+                        chmod -R 777 /tmp/comma_download_cache"
 
   simulator_driving:
     name: simulator driving
@@ -205,44 +268,73 @@ jobs:
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
     if: false  # FIXME: Started to timeout recently
     steps:
     - uses: actions/checkout@v6
       with:
         submodules: true
-    - run: ./tools/op.sh setup
+    - uses: ./.github/workflows/setup-with-retry
+      id: setup-step
     - name: Build openpilot
-      run: scons -j$(nproc)
-    - name: Driving test
-      timeout-minutes: 2
       run: |
-        source selfdrive/test/setup_xvfb.sh
-        pytest -s tools/sim/tests/test_metadrive_bridge.py
+        ${{ env.RUN }} "scons -j$(nproc)"
+    - name: Driving test
+      timeout-minutes: ${{ (steps.setup-step.outputs.duration < 18) && 1 || 2 }}
+      run: |
+        ${{ env.RUN }} "source selfdrive/test/setup_xvfb.sh && \
+                        source selfdrive/test/setup_vsound.sh && \
+                        CI=1 pytest -s tools/sim/tests/test_metadrive_bridge.py"
 
-  create_ui_report:
-    name: Create UI Report
+  create_raylib_ui_report:
+    name: Create raylib UI Report
     runs-on: ${{
       (github.repository == 'commaai/openpilot') &&
       ((github.event_name != 'pull_request') ||
       (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
-      && fromJSON('["namespace-profile-amd64-8x16"]')
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
       || fromJSON('["ubuntu-24.04"]') }}
     steps:
       - uses: actions/checkout@v6
         with:
           submodules: true
-      - run: ./tools/op.sh setup
+      - uses: ./.github/workflows/setup-with-retry
       - name: Build openpilot
-        run: scons -j$(nproc)
-      - name: Create UI Report
-        run: |
-          source selfdrive/test/setup_xvfb.sh
-          python3 selfdrive/ui/tests/diff/replay.py
-          python3 selfdrive/ui/tests/diff/replay.py --big
-      - name: Upload UI Report
+        run: ${{ env.RUN }} "scons -j$(nproc)"
+      - name: Create raylib UI Report
+        run: >
+          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
+                          source selfdrive/test/setup_xvfb.sh &&
+                          python3 selfdrive/ui/tests/test_ui/raylib_screenshots.py"
+      - name: Upload Raylib UI Report
         uses: actions/upload-artifact@v6
         with:
-          name: ui-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          name: raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
+          path: selfdrive/ui/tests/test_ui/raylib_report/screenshots
+
+  create_mici_raylib_ui_report:
+    name: Create mici raylib UI Report
+    runs-on: ${{
+      (github.repository == 'commaai/openpilot') &&
+      ((github.event_name != 'pull_request') ||
+      (github.event.pull_request.head.repo.full_name == 'commaai/openpilot'))
+      && fromJSON('["namespace-profile-amd64-8x16", "namespace-experiments:docker.builds.local-cache=separate"]')
+      || fromJSON('["ubuntu-24.04"]') }}
+    steps:
+      - uses: actions/checkout@v6
+        with:
+          submodules: true
+      - uses: ./.github/workflows/setup-with-retry
+      - name: Build openpilot
+        run: ${{ env.RUN }} "scons -j$(nproc)"
+      - name: Create mici raylib UI Report
+        run: >
+          ${{ env.RUN }} "PYTHONWARNINGS=ignore &&
+                          source selfdrive/test/setup_xvfb.sh &&
+                          WINDOWED=1 python3 selfdrive/ui/tests/diff/replay.py"
+      - name: Upload Raylib UI Report
+        uses: actions/upload-artifact@v6
+        with:
+          name: mici-raylib-report-${{ inputs.run_number || '1' }}-${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
           path: selfdrive/ui/tests/diff/report

.github/workflows/ui_preview.yaml

@@ -1,175 +0,0 @@
-name: "ui preview"
-on:
-  push:
-    branches:
-      - master
-  pull_request_target:
-    types: [assigned, opened, synchronize, reopened, edited]
-    branches:
-      - 'master'
-    paths:
-      - 'selfdrive/assets/**'
-      - 'selfdrive/ui/**'
-      - 'system/ui/**'
-  workflow_dispatch:
-
-env:
-  UI_JOB_NAME: "Create UI Report"
-  REPORT_NAME: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && 'master' || github.event.number }}
-  SHA: ${{ github.event_name == 'push' && github.ref == 'refs/heads/master' && github.sha || github.event.pull_request.head.sha }}
-  BRANCH_NAME: "openpilot/pr-${{ github.event.number }}-ui-preview"
-  REPORT_FILES_BRANCH_NAME: "mici-raylib-ui-reports"
-
-  # variant:video_prefix:master_branch
-  VARIANTS: "mici:mici_ui_replay:openpilot_master_ui_mici_raylib big:tizi_ui_replay:openpilot_master_ui_big_raylib"
-
-jobs:
-  preview:
-    if: github.repository == 'sunnypilot/sunnypilot'
-    name: preview
-    runs-on: ubuntu-latest
-    timeout-minutes: 20
-    permissions:
-      contents: read
-      pull-requests: write
-      actions: read
-    steps:
-      - uses: actions/checkout@v6
-        with:
-          submodules: true
-
-      - name: Waiting for ui generation to end
-        uses: lewagon/wait-on-check-action@v1.3.4
-        with:
-          ref: ${{ env.SHA }}
-          check-name: ${{ env.UI_JOB_NAME }}
-          repo-token: ${{ secrets.GITHUB_TOKEN }}
-          allowed-conclusions: success
-          wait-interval: 20
-
-      - name: Getting workflow run ID
-        id: get_run_id
-        run: |
-          echo "run_id=$(curl https://api.github.com/repos/${{ github.repository }}/commits/${{ env.SHA }}/check-runs | jq -r '.check_runs[] | select(.name == "${{ env.UI_JOB_NAME }}") | .html_url | capture("(?<number>[0-9]+)") | .number')" >> $GITHUB_OUTPUT
-
-      - name: Getting proposed ui
-        uses: dawidd6/action-download-artifact@v6
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          run_id: ${{ steps.get_run_id.outputs.run_id }}
-          search_artifacts: true
-          name: ui-report-1-${{ env.REPORT_NAME }}
-          path: ${{ github.workspace }}/pr_ui
-
-      - name: Getting mici master ui
-        uses: actions/checkout@v6
-        with:
-          repository: sunnypilot/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_mici
-          ref: openpilot_master_ui_mici_raylib
-
-      - name: Getting big master ui
-        uses: actions/checkout@v6
-        with:
-          repository: sunnypilot/ci-artifacts
-          ssh-key: ${{ secrets.CI_ARTIFACTS_DEPLOY_KEY }}
-          path: ${{ github.workspace }}/master_big
-          ref: openpilot_master_ui_big_raylib
-
-      - name: Saving new master ui
-        if: github.ref == 'refs/heads/master' && github.event_name == 'push'
-        run: |
-          for variant in $VARIANTS; do
-            IFS=':' read -r name video branch <<< "$variant"
-            master_dir="${{ github.workspace }}/master_${name}"
-            cd "$master_dir"
-            git checkout --orphan=new_branch
-            git rm -rf *
-            git branch -D "$branch"
-            git branch -m "$branch"
-            git config user.name "GitHub Actions Bot"
-            git config user.email "<>"
-            cp "${{ github.workspace }}/pr_ui/${video}.mp4" .
-            git add .
-            git commit -m "${name} video for commit ${{ env.SHA }}"
-            git push origin "$branch" --force
-          done
-
-      - name: Setup FFmpeg
-        uses: AnimMouse/setup-ffmpeg@ae28d57dabbb148eff63170b6bf7f2b60062cbae
-
-      - name: Finding diffs
-        if: github.event_name == 'pull_request_target'
-        id: find_diff
-        run: |
-          export PYTHONPATH=${{ github.workspace }}
-          baseurl="https://github.com/sunnypilot/ci-artifacts/raw/refs/heads/${{ env.BRANCH_NAME }}"
-
-          COMMENT=""
-          for variant in $VARIANTS; do
-            IFS=':' read -r name video _ <<< "$variant"
-            diff_name="${name}_diff"
-
-            mv "${{ github.workspace }}/pr_ui/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_proposed.mp4"
-            cp "${{ github.workspace }}/master_${name}/${video}.mp4" "${{ github.workspace }}/pr_ui/${video}_master.mp4"
-
-            diff_exit_code=0
-            python3 ${{ github.workspace }}/selfdrive/ui/tests/diff/diff.py \
-              "${{ github.workspace }}/pr_ui/${video}_master.mp4" \
-              "${{ github.workspace }}/pr_ui/${video}_proposed.mp4" \
-              "${diff_name}.html" --basedir "$baseurl" --no-open || diff_exit_code=$?
-
-            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.html" "${{ github.workspace }}/pr_ui/"
-            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.mp4" "${{ github.workspace }}/pr_ui/"
-
-            REPORT_URL="https://sunnypilot.github.io/ci-artifacts/${diff_name}_pr_${{ github.event.number }}.html"
-            if [ $diff_exit_code -eq 0 ]; then
-              COMMENT+="**${name}**: Videos are identical! [View Diff Report]($REPORT_URL)"$'\n'
-            else
-              COMMENT+="**${name}**: ⚠️ <strong>Videos differ!</strong> [View Diff Report]($REPORT_URL)"$'\n'
-            fi
-          done
-
-          {
-            echo "COMMENT<<EOF"
-            echo "$COMMENT"
-            echo "EOF"
-          } >> "$GITHUB_OUTPUT"
-
-      - name: Saving proposed ui
-        if: github.event_name == 'pull_request_target'
-        working-directory: ${{ github.workspace }}/master_mici
-        run: |
-          git config user.name "GitHub Actions Bot"
-          git config user.email "<>"
-          git checkout --orphan=${{ env.BRANCH_NAME }}
-          git rm -rf *
-          mv ${{ github.workspace }}/pr_ui/* .
-          git add .
-          git commit -m "ui videos for PR #${{ github.event.number }}"
-          git push origin ${{ env.BRANCH_NAME }} --force
-
-          # Append diff reports to report files branch
-          git fetch origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-          git checkout ${{ env.REPORT_FILES_BRANCH_NAME }}
-          for variant in $VARIANTS; do
-            IFS=':' read -r name _ _ <<< "$variant"
-            diff_name="${name}_diff"
-            cp "${{ github.workspace }}/selfdrive/ui/tests/diff/report/${diff_name}.html" "${diff_name}_pr_${{ github.event.number }}.html"
-            git add "${diff_name}_pr_${{ github.event.number }}.html"
-          done
-          git commit -m "ui diff reports for PR #${{ github.event.number }}" || echo "No changes to commit"
-          git push origin ${{ env.REPORT_FILES_BRANCH_NAME }}
-
-      - name: Comment on PR
-        if: github.event_name == 'pull_request_target'
-        uses: thollander/actions-comment-pull-request@v2
-        with:
-          message: |
-            <!-- _(run_id_ui_preview **${{ github.run_id }}**)_ -->
-            ## UI Preview
-            ${{ steps.find_diff.outputs.COMMENT }}
-          comment_tag: run_id_ui_preview
-          pr_number: ${{ github.event.number }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/vendor_third_party.yaml

@@ -0,0 +1,51 @@
+name: vendor third_party
+
+on:
+  workflow_dispatch:
+
+jobs:
+  build:
+    if: github.ref != 'refs/heads/master'
+    strategy:
+      matrix:
+        os: [ubuntu-24.04, macos-latest]
+    runs-on: ${{ matrix.os }}
+    steps:
+    - uses: actions/checkout@v6
+      with:
+        submodules: true
+    - name: Build
+      run: third_party/build.sh
+    - name: Package artifacts
+      run: |
+        git add -A third_party/
+        git diff --cached --name-only -- third_party/ | tar -cf /tmp/third_party_build.tar -T -
+    - uses: actions/upload-artifact@v4
+      with:
+        name: third-party-${{ runner.os }}
+        path: /tmp/third_party_build.tar
+
+  commit:
+    needs: build
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: write
+    steps:
+    - uses: actions/checkout@v6
+    - uses: actions/download-artifact@v4
+      with:
+        path: /tmp/artifacts
+    - name: Commit vendored libraries
+      run: |
+        for f in /tmp/artifacts/*/third_party_build.tar; do
+          tar xf "$f"
+        done
+        git add third_party/
+        if git diff --cached --quiet; then
+          echo "No changes to commit"
+          exit 0
+        fi
+        git config user.name "github-actions[bot]"
+        git config user.email "github-actions[bot]@users.noreply.github.com"
+        git commit -m "third_party: rebuild vendor libraries"
+        git push

.gitignore

@@ -13,13 +13,13 @@ venv/
 a.out
 .hypothesis
 .cache/
-bin/
+
+/docs_site/
 
 *.mp4
 *.dylib
 *.DSYM
 *.d
-*.pem
 *.pyc
 *.pyo
 .*.swp
@@ -39,15 +39,11 @@ bin/
 *.mo
 *_pyx.cpp
 *.stats
-*.pkl
-*.pkl*
 config.json
+clcache
 compile_commands.json
 compare_runtime*.html
-selfdrive/modeld/models/tg_compiled_flags.json
 
-# build artifacts
-docs_site/
 selfdrive/pandad/pandad
 cereal/services.h
 cereal/gen
@@ -60,36 +56,53 @@ system/camerad/test/ae_gray_test
 .coverage*
 coverage.xml
 htmlcov
+pandaextra
+
+.mypy_cache/
+flycheck_*
+
+cppcheck_report.txt
+comma*.sh
+
+selfdrive/modeld/models/*.pkl
+sunnypilot/modeld*/thneed/compile
+sunnypilot/modeld*/models/*.thneed
+sunnypilot/modeld*/models/*.pkl
 
 # openpilot log files
 *.bz2
 *.zst
-*.rlog
 
 build/
 
 !**/.gitkeep
 
+poetry.toml
+Pipfile
 
 ### VisualStudioCode ###
-*.vsix
-.history
-.ionide
 .vscode/*
-.history/
 !.vscode/settings.json
 !.vscode/tasks.json
 !.vscode/launch.json
 !.vscode/extensions.json
 !.vscode/*.code-snippets
 
-# agents
+# Local History for Visual Studio Code
+.history/
+
+# Built Visual Studio Code Extensions
+*.vsix
+
+### VisualStudioCode Patch ###
+# Ignore all local history of files
+.history
+.ionide
+
 .claude/
 .context/
 PLAN.md
 TASK.md
-CLAUDE.md
-SKILL.md
 
 ### JetBrains ###
 !.idea/customTargets.xml

.python-version

@@ -1 +0,0 @@
-3.12.13

.vscode/launch.json

@@ -52,9 +52,6 @@
       "type": "lldb",
       "request": "attach",
       "pid": "${command:pickMyProcess}",
-      "sourceMap": {
-        ".": "${workspaceFolder}/opendbc/safety"
-      },
       "initCommands": [
         "script import time; time.sleep(3)"
       ]

CHANGELOG.md

@@ -1,193 +1,6 @@
-sunnypilot Version 2026.002.000 (2026-xx-xx)
+sunnypilot Version 2025.003.000 (20xx-xx-xx)
 ========================
 
-sunnypilot Version 2026.001.000 (2026-05-06)
-========================
-* What's Changed (sunnypilot/sunnypilot)
-  * Complete rewrite of the user interface from Qt C++ to Raylib Python
-  * comma four support
-  * ui: sunnypilot toggle style by @nayan8teen
-  * ui: fix scroll panel mouse wheel behavior by @nayan8teen
-  * ui: sunnypilot panels by @nayan8teen
-  * sunnylink: centralize key pair handling in sunnylink registration by @devtekve
-  * ui: reimplement sunnypilot branding with Raylib by @sunnyhaibin
-  * ui: Platform Selector by @Discountchubbs
-  * ui: vehicle brand settings by @Discountchubbs
-  * ui: sunnylink client-side implementation by @nayan8teen
-  * ui: `NetworkUISP` by @Discountchubbs
-  * ui: add sunnypilot font by @nayan8teen
-  * ui: sunnypilot sponsor tier color mapping by @sunnyhaibin
-  * ui: sunnylink panel by @nayan8teen
-  * ui: Models panel by @Discountchubbs
-  * ui: software panel by @Discountchubbs
-  * modeld_v2: support planplus outputs by @Discountchubbs
-  * ui: OSM panel by @Discountchubbs
-  * ui: Developer panel extension by @Discountchubbs
-  * sunnylink: Vehicle Selector support by @sunnyhaibin
-  * [TIZI/TICI] ui: Developer Metrics by @rav4kumar
-  * [comma 4] ui: sunnylink panel by @nayan8teen
-  * ui: lateral-only and longitudinal-only UI statuses support by @royjr
-  * sunnylink: elliptic curve keys support and improve key path handling by @nayan8teen
-  * sunnylink: block remote modification of SSH key parameters by @zikeji
-  * [TIZI/TICI] ui: rainbow path by @rav4kumar
-  * [TIZI/TICI] ui: chevron metrics by @rav4kumar
-  * ui: include MADS enabled state to `engaged` check by @sunnyhaibin
-  * Toyota: Enforce Factory Longitudinal Control by @sunnyhaibin
-  * ui: fix malformed dongle ID display on the PC if dongleID is not set by @dzid26
-  * SL: Re enable and validate ingestion of swaglogs by @devtekve
-  * modeld_v2: planplus model tuning by @Discountchubbs
-  * ui: fix Always Offroad button visibility by @nayan8teen
-  * Reimplement sunnypilot Terms of Service & sunnylink Consent Screens by @sunnyhaibin
-  * [TIZI/TICI] ui: update dmoji position and Developer UI adjustments by @rav4kumar
-  * modeld: configurable camera offset by @Discountchubbs
-  * [TIZI/TICI] ui: sunnylink status on sidebar by @Copilot
-  * ui: Global Brightness Override by @nayan8teen
-  * ui: Customizable Interactive Timeout by @sunnyhaibin
-  * sunnylink: add units to param metadata by @nayan8teen
-  * ui: Customizable Onroad Brightness by @sunnyhaibin
-  * [TIZI/TICI] ui: Steering panel by @nayan8teen
-  * [TIZI/TICI] ui: Rocket Fuel by @rav4kumar
-  * [TIZI/TICI] ui: MICI style turn signals by @rav4kumar
-  * [TIZI/TICI] ui: MICI style blindspot indicators by @sunnyhaibin
-  * [MICI] ui: display blindspot indicators when available by @rav4kumar
-  * [TIZI/TICI] ui: Road Name by @rav4kumar
-  * [TIZI/TICI] ui: Blue "Exit Always Offroad" button by @dzid26
-  * [TIZI/TICI] ui: Speed Limit by @rav4kumar
-  * Reapply "latcontrol_torque: lower kp and lower friction threshold (commaai/openpilot#36619)" by @sunnyhaibin
-  * [TIZI/TICI] ui: steering arc by @royjr
-  * [TIZI/TICI] ui: Smart Cruise Control elements by @sunnyhaibin
-  * [TIZI/TICI] ui: Green Light and Lead Departure elements by @sunnyhaibin
-  * [TIZI/TICI] ui: standstill timer by @sunnyhaibin
-  * [MICI] ui: driving models selector by @Discountchubbs
-  * [TIZI/TICI] ui: Hide vEgo and True vEgo by @sunnyhaibin
-  * [TIZI/TICI] ui: Visuals panel by @nayan8teen
-  * Device: Retain QuickBoot state after op switch by @nayan8teen
-  * [TIZI/TICI] ui: Trips panel by @sunnyhaibin
-  * [TIZI/TICI] ui: dynamic ICBM status by @sunnyhaibin
-  * [TIZI/TICI] ui: Cruise panel by @sunnyhaibin
-  * ui: better wake mode support by @nayan8teen
-  * Pause Lateral Control with Blinker: Post-Blinker Delay by @CHaucke89
-  * SCC-V: Use p97 for predicted lateral accel by @yasu-oh
-  * Controls: Support for Torque Lateral Control v0 Tune by @sunnyhaibin
-  * [TIZI/TICI] ui: ensure null checks for `CarParams` and `CarParamsSP` by @sunnyhaibin
-  * [TIZI/TICI] ui: use `vCruiseCluster` and `vEgoCluster` for SLA `preActive` by @sunnyhaibin
-  * Fix display of values when using use_float_scaling by @CHaucke89
-  * models: fix default & index "0" by @nayan8teen
-  * [TIZI/TICI] visuals: Improved speed limit by @angaz
-  * ICBM: ensure button timers update on disable to clear stale presses by @jamesmikesell
-  * [TIZI/TICI] ui: simplify Smart Cruise Control text rendering by @sunnyhaibin
-  * controlsd: fix steer_limited_by_safety not updating under MADS by @zephleggett
-  * soundd: trigger timeout warning during MADS lateral-only by @zephleggett
-  * pandad: flasher for Rivian long upgrade module by @lukasloetkolben
-  * modeld_v2: tinygrad transformation warp by @Discountchubbs
-  * tools: block `manage_sunnylinkd` in sim startup script by @sunnyhaibin
-  * [MICI] ui: need superclass `_render` in `HudRendererSP` by @sunnyhaibin
-  * [TIZI/TICI] ui: Speed Limit Assist active status by @sunnyhaibin
-  * ui: reimplement "Screen Off" option to Onroad Brightness by @sunnyhaibin
-  * ui: don't hide steering wheel when blindspot disabled by @royjr
-  * ui: Speed Limit Assist `preActive` improvements  by @sunnyhaibin
-  * ui: consolidate Speed Limit Assist `preActive` status rendering by @sunnyhaibin
-  * [MICI] ui: Speed Limit Assist `preActive` status by @sunnyhaibin
-  * sunnypilot modeld: remove thneed modeld by @Discountchubbs
-  * modeld_v2: decouple planplus scaling from accel by @Discountchubbs
-  * sunnylink: Handle exceptions in `getParamsAllKeysV1` to log crashes by @devtekve
-  * [TIZI/TICI] ui: Developer UI cleanup by @sunnyhaibin
-  * [TIZI/TICI] ui: dynamic alert size by @nayan8teen
-  * i18n(fr): Add French translations by @didlawowo
-  * Toyota: Stop and Go Hack (Alpha) by @sunnyhaibin
-  * ui: `AlertFadeAnimator` for longitudinal-related statuses by @sunnyhaibin
-  * pandad: gate unsupported pandas before flashing by @sunnyhaibin
-  * Rivian: Flash xnor's Longitudinal Upgrade Kit prior supported panda check by @lukasloetkolben
-  * [TIZI/TICI] ui: add back gate steering arc behind toggle by @sunnyhaibin
-  * ui: gate Onroad Brightness Delay on readiness by @sunnyhaibin
-  * ui: add new timer options for Onroad Brightness Delay by @sunnyhaibin
-  * [TIZI/TICI] ui: branch switcher is always available by @sunnyhaibin
-  * pandad: always prioritize internal panda by @sunnyhaibin
-  * sunnylinkd: fetch compressed params schema by @sunnyhaibin
-  * sunnypilot locationd: remove unused car_ekf filter by @sunnyhaibin
-  * modeld_v2: update deprecated temporalPose ref by @sunnyhaibin
-  * NNLC: restore pre-v1 PID gains in torque extension by @mmmorks
-  * MADS safety: enable heartbeat and lateral controls mismatch checks by @sunnyhaibin
-  * [MICI] ui: models panel enhancements by @nayan8teen
-  * [TIZI/TICI] ui: fix unintended selection while scrolling in TreeOptionDialog by @TheSecurityDev
-  * tools: script for video concatenation by @Discountchubbs
-  * tools: profile memory usage by @Discountchubbs
-  * [TIZI/TICI] ui: remove per-frame param sync by @sunnyhaibin
-  * [MICI] ui: always offroad by @nayan8teen
-  * controls: always default Torque Lateral Control to v0 Tune by @sunnyhaibin
-  * Revert "controls: always default Torque Lateral Control to v0 Tune" by @sunnyhaibin
-  * Reapply "controls: always default Torque Lateral Control to v0 Tune" (#1806) by @sunnyhaibin
-  * [MICI] ui: add sunnylink info & connectivity check by @nayan8teen
-  * sunnylink: Remove unused API endpoint by @devtekve
-  * DM: wheel touch enforcement in MADS by @sunnyhaibin
-  * torque: show static override values in Dev UI & gate `useParams` on custom torque tune by @sunnyhaibin
-  * MADS: suppress espActive event when long is not engaged by @sunnyhaibin
-  * sunnylink: SDUI by @sunnyhaibin
-  * [MICI] ui: align upstream changes with sunnypilot settings buttons by @nayan8teen
-  * ui: fix cellular toggles by @AmyJeanes
-  * sunnylink: switch athena domain by @devtekve
-  * Platform List: dynamically migrate CarPlatformBundle by @sunnyhaibin
-* What's Changed (sunnypilot/opendbc)
-  * Honda: DBC for Accord 9th Generation by @mvl-boston
-  * FCA: update tire stiffness values for `RAM_HD` by @dparring
-  * Honda: Nidec hybrid baseline brake support by @mvl-boston
-  * Subaru Global Gen2: bump steering limits and update tuning by @sunnyhaibin
-  * Toyota: Enforce Stock Longitudinal Control by @rav4kumar
-  * Nissan: use MADS enabled status for LKAS HUD logic by @downquark7
-  * Reapply "Lateral: lower friction threshold (#2915)" (#378) by @sunnyhaibin
-  * HKG: add KIA_FORTE_2019_NON_SCC fingerprint by @royjr
-  * Nissan: Parse cruise control buttons by @downquark7
-  * Rivian: Add stalk down ACC behavior to match stock Rivian by @lukasloetkolben
-  * Tesla: remove `TESLA_MODEL_X` from `dashcamOnly` by @ssysm
-  * Hyundai Longitudinal: refactor tuning by @Discountchubbs
-  * Tesla: add fingerprint for Model 3 Performance HW4 by @sunnyhaibin
-  * Toyota: do not disable radar when smartDSU or CAN Filter detected by @sunnyhaibin
-  * Honda: add missing `GasInterceptor` messages to Taiwan Odyssey DBC by @mvl-boston
-  * GM: remove `CHEVROLET_EQUINOX_NON_ACC_3RD_GEN` from `dashcamOnly` by @sunnyhaibin
-  * GM: remove `CHEVROLET_BOLT_NON_ACC_2ND_GEN` from `dashcamOnly` by @sunnyhaibin
-  * Hyundai Longitudinal: deprecate ramp update for dynamic tune by @Discountchubbs
-  * Rivian: long upgrade messages on bus 1 by @lukasloetkolben
-  * Toyota: Stop and Go Hack (Alpha) by @sunnyhaibin
-  * Toyota: gate Smart DSU behind Alpha Longitudinal by @sunnyhaibin
-  * Toyota: Gas Interceptor always set `standstill_req` by @sunnyhaibin
-  * MADS safety: dedicated `controls_allowed_lateral` by @sunnyhaibin
-  * Platform List: include community supported platforms by @sunnyhaibin
-* New Contributors (sunnypilot/sunnypilot)
-  * @TheSecurityDev made their first contribution in "ui: fix sidebar scroll in UI screenshots"
-  * @zikeji made their first contribution in "sunnylink: block remote modification of SSH key parameters"
-  * @Candy0707 made their first contribution in "[TIZI/TICI] ui: Fix misaligned turn signals and blindspot indicators with sidebar"
-  * @CHaucke89 made their first contribution in "Pause Lateral Control with Blinker: Post-Blinker Delay"
-  * @yasu-oh made their first contribution in "SCC-V: Use p97 for predicted lateral accel"
-  * @angaz made their first contribution in "[TIZI/TICI] visuals: Improved speed limit"
-  * @jamesmikesell made their first contribution in "ICBM: ensure button timers update on disable to clear stale presses"
-  * @zephleggett made their first contribution in "controlsd: fix steer_limited_by_safety not updating under MADS"
-  * @lukasloetkolben made their first contribution in "pandad: flasher for Rivian long upgrade module"
-  * @didlawowo made their first contribution in "i18n(fr): Add French translations"
-  * @mmmorks made their first contribution in "NNLC: restore pre-v1 PID gains in torque extension"
-* New Contributors (sunnypilot/opendbc)
-  * @AmyJeanes made their first contribution in "Tesla: Fix stock LKAS being blocked when MADS is enabled"
-  * @mvl-boston made their first contribution in "Honda: Update Clarity brake to renamed DBC message name"
-  * @dzid26 made their first contribution in "Tesla: Parse speed limit from CAN"
-  * @firestar5683 made their first contribution in "GM: Non-ACC platforms with steering only support"
-  * @downquark7 made their first contribution in "Nissan: use MADS enabled status for LKAS HUD logic"
-  * @royjr made their first contribution in "HKG: add KIA_FORTE_2019_NON_SCC fingerprint"
-  * @ssysm made their first contribution in "Tesla: remove `TESLA_MODEL_X` from `dashcamOnly`"
-* Full Changelog: https://github.com/sunnypilot/sunnypilot/compare/v2025.002.000...v2026.001.000
-************************
-* Synced with commaai's openpilot (v0.11.1)
-  * master commit c001f3c9b490a80e69539f0af6022f6e07ceb721 (April 16, 2026)
-* New driver monitoring model
-* Improved image processing pipeline for driver camera
-* Rivian R1S and R1T 2025 support thanks to lukasloetkolben!
-* New driving model #36798
-  * Fully trained using a learned simulator
-  * Improved longitudinal performance in Experimental mode
-* Reduce comma four standby power usage by 77% to 52 mW
-* Kia K7 2017 support thanks to royjr!
-* Lexus LS 2018 support thanks to Hacheoy!
-* Improved inter-process communication memory efficiency
-* comma four support
-
 sunnypilot Version 2025.002.000 (2025-11-06)
 ========================
 * What's Changed (sunnypilot/sunnypilot)

Dockerfile.openpilot

@@ -1,38 +1,14 @@
-FROM ubuntu:24.04
+FROM ghcr.io/commaai/openpilot-base:latest
 
 ENV PYTHONUNBUFFERED=1
 
-ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && \
-    apt-get install -y --no-install-recommends sudo tzdata locales && \
-    rm -rf /var/lib/apt/lists/*
+ENV OPENPILOT_PATH=/home/batman/openpilot
 
-RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
-ENV LANG=en_US.UTF-8
-ENV LANGUAGE=en_US:en
-ENV LC_ALL=en_US.UTF-8
-
-ENV NVIDIA_VISIBLE_DEVICES=all
-ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
-
-ARG USER=batman
-ARG USER_UID=1001
-RUN useradd -m -s /bin/bash -u $USER_UID $USER
-RUN usermod -aG sudo $USER
-RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
-USER $USER
-
-ENV OPENPILOT_PATH=/home/$USER/openpilot
 RUN mkdir -p ${OPENPILOT_PATH}
 WORKDIR ${OPENPILOT_PATH}
 
-COPY --chown=$USER . ${OPENPILOT_PATH}/
+COPY . ${OPENPILOT_PATH}/
 
-ENV UV_BIN="/home/$USER/.local/bin/"
-ENV VIRTUAL_ENV=${OPENPILOT_PATH}/.venv
-ENV PATH="$UV_BIN:$VIRTUAL_ENV/bin:$PATH"
-RUN tools/setup_dependencies.sh && \
-    sudo rm -rf /var/lib/apt/lists/*
-
-USER root
-RUN git config --global --add safe.directory '*'
+ENV UV_BIN="/home/batman/.local/bin/"
+ENV PATH="$UV_BIN:$PATH"
+RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)

Dockerfile.openpilot_base

@@ -0,0 +1,82 @@
+FROM ubuntu:24.04
+
+ENV PYTHONUNBUFFERED=1
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
+ENV LANG=en_US.UTF-8
+ENV LANGUAGE=en_US:en
+ENV LC_ALL=en_US.UTF-8
+
+COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
+RUN /tmp/tools/install_ubuntu_dependencies.sh && \
+    rm -rf /var/lib/apt/lists/* /tmp/* && \
+    cd /usr/lib/gcc/arm-none-eabi/* && \
+    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
+
+# Add OpenCL
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    apt-utils \
+    alien \
+    unzip \
+    tar \
+    curl \
+    xz-utils \
+    dbus \
+    gcc-arm-none-eabi \
+    tmux \
+    vim \
+    libx11-6 \
+    wget \
+  && rm -rf /var/lib/apt/lists/*
+
+RUN mkdir -p /tmp/opencl-driver-intel && \
+    cd /tmp/opencl-driver-intel && \
+    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
+    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
+    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
+    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
+    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
+    mkdir -p /etc/OpenCL/vendors && \
+    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
+    cd /opt/intel && \
+    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    mkdir -p /etc/ld.so.conf.d && \
+    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
+    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
+    cd / && \
+    rm -rf /tmp/opencl-driver-intel
+
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
+ENV QTWEBENGINE_DISABLE_SANDBOX=1
+
+RUN dbus-uuidgen > /etc/machine-id
+RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
+
+ARG USER=batman
+ARG USER_UID=1001
+RUN useradd -m -s /bin/bash -u $USER_UID $USER
+RUN usermod -aG sudo $USER
+RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
+USER $USER
+
+COPY --chown=$USER pyproject.toml uv.lock /home/$USER
+COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
+
+ENV VIRTUAL_ENV=/home/$USER/.venv
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+RUN cd /home/$USER && \
+    tools/install_python_dependencies.sh && \
+    rm -rf tools/ pyproject.toml uv.lock .cache
+
+USER root
+RUN sudo git config --global --add safe.directory /tmp/openpilot

Dockerfile.sunnypilot

@@ -0,0 +1,14 @@
+FROM ghcr.io/sunnypilot/sunnypilot-base:latest
+
+ENV PYTHONUNBUFFERED=1
+
+ENV OPENPILOT_PATH=/home/batman/openpilot
+
+RUN mkdir -p ${OPENPILOT_PATH}
+WORKDIR ${OPENPILOT_PATH}
+
+COPY . ${OPENPILOT_PATH}/
+
+ENV UV_BIN="/home/batman/.local/bin/"
+ENV PATH="$UV_BIN:$PATH"
+RUN UV_PROJECT_ENVIRONMENT=$VIRTUAL_ENV uv run scons --cache-readonly -j$(nproc)

Dockerfile.sunnypilot_base

@@ -0,0 +1,83 @@
+FROM ubuntu:24.04
+
+ENV PYTHONUNBUFFERED=1
+
+ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends sudo tzdata locales ssh pulseaudio xvfb x11-xserver-utils gnome-screenshot python3-tk python3-dev && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN sed -i -e 's/# en_US.UTF-8 UTF-8/en_US.UTF-8 UTF-8/' /etc/locale.gen && locale-gen
+ENV LANG=en_US.UTF-8
+ENV LANGUAGE=en_US:en
+ENV LC_ALL=en_US.UTF-8
+
+COPY tools/install_ubuntu_dependencies.sh /tmp/tools/
+RUN /tmp/tools/install_ubuntu_dependencies.sh && \
+    rm -rf /var/lib/apt/lists/* /tmp/* && \
+    cd /usr/lib/gcc/arm-none-eabi/* && \
+    rm -rf arm/ thumb/nofp thumb/v6* thumb/v8* thumb/v7+fp thumb/v7-r+fp.sp
+
+# Add OpenCL
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    apt-utils \
+    alien \
+    unzip \
+    tar \
+    curl \
+    xz-utils \
+    dbus \
+    gcc-arm-none-eabi \
+    tmux \
+    vim \
+    libx11-6 \
+    wget \
+    rsync \
+  && rm -rf /var/lib/apt/lists/*
+
+RUN mkdir -p /tmp/opencl-driver-intel && \
+    cd /tmp/opencl-driver-intel && \
+    wget https://github.com/intel/llvm/releases/download/2024-WW14/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
+    wget https://github.com/oneapi-src/oneTBB/releases/download/v2021.12.0/oneapi-tbb-2021.12.0-lin.tgz && \
+    mkdir -p /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
+    cd /opt/intel/oclcpuexp_2024.17.3.0.09_rel && \
+    tar -zxvf /tmp/opencl-driver-intel/oclcpuexp-2024.17.3.0.09_rel.tar.gz && \
+    mkdir -p /etc/OpenCL/vendors && \
+    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64/libintelocl.so > /etc/OpenCL/vendors/intel_expcpu.icd && \
+    cd /opt/intel && \
+    tar -zxvf /tmp/opencl-driver-intel/oneapi-tbb-2021.12.0-lin.tgz && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbb.so.12 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    ln -s /opt/intel/oneapi-tbb-2021.12.0/lib/intel64/gcc4.8/libtbbmalloc.so.2 /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 && \
+    mkdir -p /etc/ld.so.conf.d && \
+    echo /opt/intel/oclcpuexp_2024.17.3.0.09_rel/x64 > /etc/ld.so.conf.d/libintelopenclexp.conf && \
+    ldconfig -f /etc/ld.so.conf.d/libintelopenclexp.conf && \
+    cd / && \
+    rm -rf /tmp/opencl-driver-intel
+
+ENV NVIDIA_VISIBLE_DEVICES=all
+ENV NVIDIA_DRIVER_CAPABILITIES=graphics,utility,compute
+ENV QTWEBENGINE_DISABLE_SANDBOX=1
+
+RUN dbus-uuidgen > /etc/machine-id
+RUN apt-get update && apt-get install -y fonts-noto-cjk fonts-noto-color-emoji
+
+ARG USER=batman
+ARG USER_UID=1001
+RUN useradd -m -s /bin/bash -u $USER_UID $USER
+RUN usermod -aG sudo $USER
+RUN echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
+USER $USER
+
+COPY --chown=$USER pyproject.toml uv.lock /home/$USER
+COPY --chown=$USER tools/install_python_dependencies.sh /home/$USER/tools/
+
+ENV VIRTUAL_ENV=/home/$USER/.venv
+ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+RUN cd /home/$USER && \
+    tools/install_python_dependencies.sh && \
+    rm -rf tools/ pyproject.toml uv.lock .cache
+
+USER root
+RUN sudo git config --global --add safe.directory /tmp/openpilot

Jenkinsfile

@@ -167,7 +167,7 @@ node {
   env.GIT_COMMIT = checkout(scm).GIT_COMMIT
 
   def excludeBranches = ['__nightly', 'devel', 'devel-staging', 'release3', 'release3-staging',
-                         'release-tici', 'release-tizi', 'release-tizi-staging', 'release-mici-staging', 'testing-closet*', 'hotfix-*']
+                         'release-tici', 'release-tizi', 'release-tizi-staging', 'testing-closet*', 'hotfix-*']
   def excludeRegex = excludeBranches.join('|').replaceAll('\\*', '.*')
 
   if (env.BRANCH_NAME != 'master' && !env.BRANCH_NAME.contains('__jenkins_loop_')) {
@@ -179,7 +179,7 @@ node {
   try {
     if (env.BRANCH_NAME == 'devel-staging') {
       deviceStage("build release-tizi-staging", "tizi-needs-can", [], [
-        step("build release-tizi-staging", "RELEASE_BRANCH=release-tizi-staging $SOURCE_DIR/release/build_release.sh && git push -f origin release-tizi-staging:release-mici-staging"),
+        step("build release-tizi-staging", "RELEASE_BRANCH=release-tizi-staging $SOURCE_DIR/release/build_release.sh"),
       ])
     }
 
@@ -210,23 +210,30 @@ node {
       'HW + Unit Tests': {
         deviceStage("tizi-hardware", "tizi-common", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
+          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py", [diffPaths: ["panda", "selfdrive/pandad/"]]),
           step("test power draw", "pytest -s system/hardware/tici/tests/test_power_draw.py"),
           step("test encoder", "LD_LIBRARY_PATH=/usr/local/lib pytest system/loggerd/tests/test_encoder.py", [diffPaths: ["system/loggerd/"]]),
           step("test manager", "pytest system/manager/test/test_manager.py"),
         ])
       },
+      'loopback': {
+        deviceStage("loopback", "tizi-loopback", ["UNSAFE=1"], [
+          step("build openpilot", "cd system/manager && ./build.py"),
+          step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
+        ])
+      },
       'camerad OX03C10': {
         deviceStage("OX03C10", "tizi-ox03c10", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
-          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py"),
-          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 90]),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
+          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
         ])
       },
       'camerad OS04C10': {
         deviceStage("OS04C10", "tici-os04c10", ["UNSAFE=1"], [
           step("build", "cd system/manager && ./build.py"),
-          step("test pandad", "pytest selfdrive/pandad/tests/test_pandad.py"),
-          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 90]),
+          step("test camerad", "pytest system/camerad/test/test_camerad.py", [timeout: 60]),
+          step("test exposure", "pytest system/camerad/test/test_exposure.py"),
         ])
       },
       'sensord': {
@@ -244,9 +251,11 @@ node {
       'tizi': {
         deviceStage("tizi", "tizi", ["UNSAFE=1"], [
           step("build openpilot", "cd system/manager && ./build.py"),
-          step("test pandad loopback", "pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
+          step("test pandad loopback", "SINGLE_PANDA=1 pytest selfdrive/pandad/tests/test_pandad_loopback.py"),
           step("test pandad spi", "pytest selfdrive/pandad/tests/test_pandad_spi.py"),
           step("test amp", "pytest system/hardware/tici/tests/test_amplifier.py"),
+          // TODO: enable once new AGNOS is available
+          // step("test esim", "pytest system/hardware/tici/tests/test_esim.py"),
           step("test qcomgpsd", "pytest system/qcomgpsd/tests/test_qcomgpsd.py", [diffPaths: ["system/qcomgpsd/"]]),
         ])
       },

RELEASES.md

@@ -1,16 +1,5 @@
-Version 0.11.1 (2026-04-22)
+Version 0.10.4 (2026-02-17)
 ========================
-* New driver monitoring model
-* Improved image processing pipeline for driver camera
-* Rivian R1S and R1T 2025 support thanks to lukasloetkolben!
-
-Version 0.11.0 (2026-03-17)
-========================
-* New driving model #36798
-  * Fully trained using a learned simulator
-  * Improved longitudinal performance in Experimental mode
-* Reduce comma four standby power usage by 77% to 52 mW
-* Kia K7 2017 support thanks to royjr!
 * Lexus LS 2018 support thanks to Hacheoy!
 
 Version 0.10.3 (2025-12-17)

SConstruct

@@ -4,11 +4,9 @@ import sys
 import sysconfig
 import platform
 import shlex
-import importlib
 import numpy as np
 
 import SCons.Errors
-from SCons.Defaults import _stripixes
 
 SCons.Warnings.warningAsException(True)
 
@@ -16,8 +14,10 @@ Decider('MD5-timestamp')
 
 SetOption('num_jobs', max(1, int(os.cpu_count()/2)))
 
+AddOption('--asan', action='store_true', help='turn on ASAN')
+AddOption('--ubsan', action='store_true', help='turn on UBSan')
+AddOption('--mutation', action='store_true', help='generate mutation-ready code')
 AddOption('--ccflags', action='store', type='string', default='', help='pass arbitrary flags over the command line')
-AddOption('--verbose', action='store_true', default=False, help='show full build commands')
 AddOption('--minimal',
           action='store_false',
           dest='extras',
@@ -28,6 +28,7 @@ AddOption('--minimal',
 arch = subprocess.check_output(["uname", "-m"], encoding='utf8').rstrip()
 if platform.system() == "Darwin":
   arch = "Darwin"
+  brew_prefix = subprocess.check_output(['brew', '--prefix'], encoding='utf8').strip()
 elif arch == "aarch64" and os.path.isfile('/TICI'):
   arch = "larch64"
 assert arch in [
@@ -37,48 +38,6 @@ assert arch in [
   "Darwin",   # macOS arm64 (x86 not supported)
 ]
 
-pkg_names = ['bzip2', 'capnproto', 'eigen', 'ffmpeg', 'libjpeg', 'libyuv', 'ncurses', 'zeromq', 'zstd']
-pkgs = [importlib.import_module(name) for name in pkg_names]
-
-
-# ***** enforce a whitelist of system libraries *****
-# this prevents silently relying on a 3rd party package,
-# e.g. apt-installed libusb. all libraries should either
-# be distributed with all Linux distros and macOS, or
-# vendored in commaai/dependencies.
-allowed_system_libs = {
-  "EGL", "GLESv2", "GL",
-  "Qt5Charts", "Qt5Core", "Qt5Gui", "Qt5Widgets",
-  "dl", "drm", "gbm", "m", "pthread",
-}
-
-def _resolve_lib(env, name):
-  for d in env.Flatten(env.get('LIBPATH', [])):
-    p = Dir(str(d)).abspath
-    for ext in ('.a', '.so', '.dylib'):
-      f = File(os.path.join(p, f'lib{name}{ext}'))
-      if f.exists() or f.has_builder():
-        return name
-  if name in allowed_system_libs:
-    return name
-  raise SCons.Errors.UserError(f"Unexpected non-vendored library '{name}'")
-
-def _libflags(target, source, env, for_signature):
-  libs = []
-  lp = env.subst('$LIBLITERALPREFIX')
-  for lib in env.Flatten(env.get('LIBS', [])):
-    if isinstance(lib, str):
-      if os.sep in lib or lib.startswith('#'):
-        libs.append(File(lib))
-      elif lib.startswith('-') or (lp and lib.startswith(lp)):
-        libs.append(lib)
-      else:
-        libs.append(_resolve_lib(env, lib))
-    else:
-      libs.append(lib)
-  return _stripixes(env['LIBLINKPREFIX'], libs, env['LIBLINKSUFFIX'],
-                    env['LIBPREFIXES'], env['LIBSUFFIXES'], env, env['LIBLITERALPREFIX'])
-
 env = Environment(
   ENV={
     "PATH": os.environ['PATH'],
@@ -87,13 +46,15 @@ env = Environment(
     "ACADOS_PYTHON_INTERFACE_PATH": Dir("#third_party/acados/acados_template").abspath,
     "TERA_PATH": Dir("#").abspath + f"/third_party/acados/{arch}/t_renderer"
   },
+  CC='clang',
+  CXX='clang++',
   CCFLAGS=[
     "-g",
     "-fPIC",
     "-O2",
     "-Wunused",
     "-Werror",
-    "-Wshadow" if arch in ("Darwin", "larch64") else "-Wshadow=local",
+    "-Wshadow",
     "-Wno-unknown-warning-option",
     "-Wno-inconsistent-missing-override",
     "-Wno-c99-designator",
@@ -112,7 +73,7 @@ env = Environment(
     "#third_party/acados/include/blasfeo/include",
     "#third_party/acados/include/hpipm/include",
     "#third_party/catch2/include",
-    [x.INCLUDE_DIR for x in pkgs],
+    "#third_party/libyuv/include",
   ],
   LIBPATH=[
     "#common",
@@ -120,8 +81,8 @@ env = Environment(
     "#third_party",
     "#selfdrive/pandad",
     "#rednose/helpers",
+    f"#third_party/libyuv/{arch}/lib",
     f"#third_party/acados/{arch}/lib",
-    [x.LIB_DIR for x in pkgs],
   ],
   RPATH=[],
   CYTHONCFILESUFFIX=".cpp",
@@ -130,14 +91,13 @@ env = Environment(
   tools=["default", "cython", "compilation_db", "rednose_filter"],
   toolpath=["#site_scons/site_tools", "#rednose_repo/site_scons/site_tools"],
 )
-if arch != "larch64":
-  env['_LIBFLAGS'] = _libflags
 
 # Arch-specific flags and paths
 if arch == "larch64":
-  env["CC"] = "clang"
-  env["CXX"] = "clang++"
+  env.Append(CPPPATH=["#third_party/opencl/include"])
   env.Append(LIBPATH=[
+    "/usr/local/lib",
+    "/system/vendor/lib64",
     "/usr/lib/aarch64-linux-gnu",
   ])
   arch_flags = ["-D__TICI__", "-mcpu=cortex-a57", "-DQCOM2"]
@@ -145,10 +105,30 @@ if arch == "larch64":
   env.Append(CXXFLAGS=arch_flags)
 elif arch == "Darwin":
   env.Append(LIBPATH=[
+    f"{brew_prefix}/lib",
+    f"{brew_prefix}/opt/openssl@3.0/lib",
+    f"{brew_prefix}/opt/llvm/lib/c++",
     "/System/Library/Frameworks/OpenGL.framework/Libraries",
   ])
   env.Append(CCFLAGS=["-DGL_SILENCE_DEPRECATION"])
   env.Append(CXXFLAGS=["-DGL_SILENCE_DEPRECATION"])
+  env.Append(CPPPATH=[
+    f"{brew_prefix}/include",
+    f"{brew_prefix}/opt/openssl@3.0/include",
+  ])
+else:
+  env.Append(LIBPATH=[
+    "/usr/lib",
+    "/usr/local/lib",
+  ])
+
+# Sanitizers and extra CCFLAGS from CLI
+if GetOption('asan'):
+  env.Append(CCFLAGS=["-fsanitize=address", "-fno-omit-frame-pointer"])
+  env.Append(LINKFLAGS=["-fsanitize=address"])
+elif GetOption('ubsan'):
+  env.Append(CCFLAGS=["-fsanitize=undefined"])
+  env.Append(LINKFLAGS=["-fsanitize=undefined"])
 
 _extra_cc = shlex.split(GetOption('ccflags') or '')
 if _extra_cc:
@@ -158,22 +138,6 @@ if _extra_cc:
 if arch != "Darwin":
   env.Append(LINKFLAGS=["-Wl,--as-needed", "-Wl,--no-undefined"])
 
-# Shorter build output: show brief descriptions instead of full commands.
-# Full command lines are still printed on failure by scons.
-if not GetOption('verbose'):
-  for action, short in (
-    ("CC",     "CC"),
-    ("CXX",    "CXX"),
-    ("LINK",   "LINK"),
-    ("SHCC",   "CC"),
-    ("SHCXX",  "CXX"),
-    ("SHLINK", "LINK"),
-    ("AR",     "AR"),
-    ("RANLIB", "RANLIB"),
-    ("AS",     "AS"),
-  ):
-    env[f"{action}COMSTR"] = f"  [{short}] $TARGET"
-
 # progress output
 node_interval = 5
 node_count = 0
@@ -185,9 +149,10 @@ if os.environ.get('SCONS_PROGRESS'):
   Progress(progress_function, interval=node_interval)
 
 # ********** Cython build environment **********
+py_include = sysconfig.get_paths()['include']
 envCython = env.Clone()
-envCython["CPPPATH"] += [sysconfig.get_paths()['include'], np.get_include()]
-envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-cpp", "-Wno-shadow", "-Wno-deprecated-declarations"]
+envCython["CPPPATH"] += [py_include, np.get_include()]
+envCython["CCFLAGS"] += ["-Wno-#warnings", "-Wno-shadow", "-Wno-deprecated-declarations"]
 envCython["CCFLAGS"].remove("-Werror")
 
 envCython["LIBS"] = []
@@ -220,6 +185,7 @@ Export('common')
 env_swaglog = env.Clone()
 env_swaglog['CXXFLAGS'].append('-DSWAGLOG="\\"common/swaglog.h\\""')
 SConscript(['msgq_repo/SConscript'], exports={'env': env_swaglog})
+SConscript(['opendbc_repo/SConscript'], exports={'env': env_swaglog})
 
 SConscript(['cereal/SConscript'])
 
@@ -245,25 +211,14 @@ if arch == "larch64":
 # Build openpilot
 SConscript(['third_party/SConscript'])
 
-# Build selfdrive
-SConscript([
-  'selfdrive/pandad/SConscript',
-  'selfdrive/controls/lib/lateral_mpc_lib/SConscript',
-  'selfdrive/controls/lib/longitudinal_mpc_lib/SConscript',
-  'selfdrive/locationd/SConscript',
-  'selfdrive/modeld/SConscript',
-  'selfdrive/ui/SConscript',
-])
+SConscript(['selfdrive/SConscript'])
 
 SConscript(['sunnypilot/SConscript'])
 
-# Build tools
-if arch != "larch64":
-  SConscript([
-    'tools/replay/SConscript',
-    'tools/cabana/SConscript',
-    'tools/jotpluggler/SConscript',
-  ])
+if Dir('#tools/cabana/').exists() and GetOption('extras'):
+  SConscript(['tools/replay/SConscript'])
+  if arch != "larch64":
+    SConscript(['tools/cabana/SConscript'])
 
 
 env.CompilationDatabase('compile_commands.json')

cereal/SConscript

@@ -4,7 +4,7 @@ cereal_dir = Dir('.')
 gen_dir = Dir('gen')
 
 # Build cereal
-schema_files = ['log.capnp', 'car.capnp', 'deprecated.capnp', 'custom.capnp']
+schema_files = ['log.capnp', 'car.capnp', 'legacy.capnp', 'custom.capnp']
 env.Command([f'gen/cpp/{s}.c++' for s in schema_files] + [f'gen/cpp/{s}.h' for s in schema_files],
             schema_files,
             f"capnpc --src-prefix={cereal_dir.path} $SOURCES -o c++:{gen_dir.path}/cpp/")

cereal/custom.capnp

@@ -154,7 +154,6 @@ struct ModelManagerSP @0xaedffd8f31e7b55d {
       vision @2;
       policy @3;
       offPolicy @4;
-      onPolicy @5;
     }
   }
 
@@ -194,13 +193,6 @@ struct LongitudinalPlanSP @0xf35cc4560bbf6ec2 {
   aTarget @5 :Float32;
   events @6 :List(OnroadEventSP.Event);
   e2eAlerts @7 :E2eAlerts;
-  accelPersonality @8 :AccelerationPersonality;
-
-  enum AccelerationPersonality {
-    sport @0;
-    normal @1;
-    eco @2;
-  }
 
   struct DynamicExperimentalControl {
     state @0 :DynamicExperimentalControlState;

cereal/legacy.capnp

@@ -3,7 +3,7 @@ $Cxx.namespace("cereal");
 
 @0x80ef1ec4889c2a63;
 
-# deprecated.capnp: a home for deprecated structs
+# legacy.capnp: a home for deprecated structs
 
 struct LogRotate @0x9811e1f38f62f2d1 {
   segmentNum @0 :Int32;
@@ -571,219 +571,4 @@ struct LidarPts @0xe3d6685d4e9d8f7a {
   pkt @4 :Data;
 }
 
-struct LiveTracksDEPRECATED @0xb16f60103159415a {
-  trackId @0 :Int32;
-  dRel @1 :Float32;
-  yRel @2 :Float32;
-  vRel @3 :Float32;
-  aRel @4 :Float32;
-  timeStamp @5 :Float32;
-  status @6 :Float32;
-  currentTime @7 :Float32;
-  stationary @8 :Bool;
-  oncoming @9 :Bool;
-}
 
-struct LiveMpcData @0x92a5e332a85f32a0 {
-  x @0 :List(Float32);
-  y @1 :List(Float32);
-  psi @2 :List(Float32);
-  curvature @3 :List(Float32);
-  qpIterations @4 :UInt32;
-  calculationTime @5 :UInt64;
-  cost @6 :Float64;
-}
-
-struct LiveLongitudinalMpcData @0xe7e17c434f865ae2 {
-  xEgo @0 :List(Float32);
-  vEgo @1 :List(Float32);
-  aEgo @2 :List(Float32);
-  xLead @3 :List(Float32);
-  vLead @4 :List(Float32);
-  aLead @5 :List(Float32);
-  aLeadTau @6 :Float32;    # lead accel time constant
-  qpIterations @7 :UInt32;
-  mpcId @8 :UInt32;
-  calculationTime @9 :UInt64;
-  cost @10 :Float64;
-}
-
-struct DriverStateDEPRECATED @0xb83c6cc593ed0a00 {
-  frameId @0 :UInt32;
-  modelExecutionTime @14 :Float32;
-  dspExecutionTime @16 :Float32;
-  rawPredictions @15 :Data;
-
-  faceOrientation @3 :List(Float32);
-  facePosition @4 :List(Float32);
-  faceProb @5 :Float32;
-  leftEyeProb @6 :Float32;
-  rightEyeProb @7 :Float32;
-  leftBlinkProb @8 :Float32;
-  rightBlinkProb @9 :Float32;
-  faceOrientationStd @11 :List(Float32);
-  facePositionStd @12 :List(Float32);
-  sunglassesProb @13 :Float32;
-  poorVision @17 :Float32;
-  partialFace @18 :Float32;
-  distractedPose @19 :Float32;
-  distractedEyes @20 :Float32;
-  eyesOnRoad @21 :Float32;
-  phoneUse @22 :Float32;
-  occludedProb @23 :Float32;
-
-  readyProb @24 :List(Float32);
-  notReadyProb @25 :List(Float32);
-
-  irPwrDEPRECATED @10 :Float32;
-  descriptorDEPRECATED @1 :List(Float32);
-  stdDEPRECATED @2 :Float32;
-}
-
-struct NavModelData @0xac3de5c437be057a {
-  frameId @0 :UInt32;
-  locationMonoTime @6 :UInt64;
-  modelExecutionTime @1 :Float32;
-  dspExecutionTime @2 :Float32;
-  features @3 :List(Float32);
-  # predicted future position
-  position @4 :XYData;
-  desirePrediction @5 :List(Float32);
-
-  # All SI units and in device frame
-  struct XYData @0xbe09e615b2507e26 {
-    x @0 :List(Float32);
-    y @1 :List(Float32);
-    xStd @2 :List(Float32);
-    yStd @3 :List(Float32);
-  }
-}
-
-struct AndroidBuildInfo @0xfe2919d5c21f426c {
-  board @0 :Text;
-  bootloader @1 :Text;
-  brand @2 :Text;
-  device @3 :Text;
-  display @4 :Text;
-  fingerprint @5 :Text;
-  hardware @6 :Text;
-  host @7 :Text;
-  id @8 :Text;
-  manufacturer @9 :Text;
-  model @10 :Text;
-  product @11 :Text;
-  radioVersion @12 :Text;
-  serial @13 :Text;
-  supportedAbis @14 :List(Text);
-  tags @15 :Text;
-  time @16 :Int64;
-  type @17 :Text;
-  user @18 :Text;
-
-  versionCodename @19 :Text;
-  versionRelease @20 :Text;
-  versionSdk @21 :Int32;
-  versionSecurityPatch @22 :Text;
-}
-
-struct AndroidSensor @0x9b513b93a887dbcd {
-  id @0 :Int32;
-  name @1 :Text;
-  vendor @2 :Text;
-  version @3 :Int32;
-  handle @4 :Int32;
-  type @5 :Int32;
-  maxRange @6 :Float32;
-  resolution @7 :Float32;
-  power @8 :Float32;
-  minDelay @9 :Int32;
-  fifoReservedEventCount @10 :UInt32;
-  fifoMaxEventCount @11 :UInt32;
-  stringType @12 :Text;
-  maxDelay @13 :Int32;
-}
-
-struct IosBuildInfo @0xd97e3b28239f5580 {
-  appVersion @0 :Text;
-  appBuild @1 :UInt32;
-  osVersion @2 :Text;
-  deviceModel @3 :Text;
-}
-
-enum FrameTypeDEPRECATED @0xa37f0d8558e193fd {
-  unknown @0;
-  neo @1;
-  chffrAndroid @2;
-  front @3;
-}
-
-struct AndroidCaptureResult @0xbcc3efbac41d2048 {
-  sensitivity @0 :Int32;
-  frameDuration @1 :Int64;
-  exposureTime @2 :Int64;
-  rollingShutterSkew @3 :UInt64;
-  colorCorrectionTransform @4 :List(Int32);
-  colorCorrectionGains @5 :List(Float32);
-  displayRotation @6 :Int8;
-}
-
-enum UsbPowerModeDEPRECATED @0xa8883583b32c9877 {
-  none @0;
-  client @1;
-  cdp @2;
-  dcp @3;
-}
-
-struct LateralINDIState @0x939463348632375e {
-  active @0 :Bool;
-  steeringAngleDeg @1 :Float32;
-  steeringRateDeg @2 :Float32;
-  steeringAccelDeg @3 :Float32;
-  rateSetPoint @4 :Float32;
-  accelSetPoint @5 :Float32;
-  accelError @6 :Float32;
-  delayedOutput @7 :Float32;
-  delta @8 :Float32;
-  output @9 :Float32;
-  saturated @10 :Bool;
-  steeringAngleDesiredDeg @11 :Float32;
-  steeringRateDesiredDeg @12 :Float32;
-}
-
-struct LateralLQRState @0x9024e2d790c82ade {
-  active @0 :Bool;
-  steeringAngleDeg @1 :Float32;
-  i @2 :Float32;
-  output @3 :Float32;
-  lqrOutput @4 :Float32;
-  saturated @5 :Bool;
-  steeringAngleDesiredDeg @6 :Float32;
-}
-
-struct LateralCurvatureState @0xad9d8095c06f7c61 {
-  active @0 :Bool;
-  actualCurvature @1 :Float32;
-  desiredCurvature @2 :Float32;
-  error @3 :Float32;
-  p @4 :Float32;
-  i @5 :Float32;
-  f @6 :Float32;
-  output @7 :Float32;
-  saturated @8 :Bool;
-}
-
-struct LateralPlannerSolution @0x84caeca5a6b4acfe {
-  x @0 :List(Float32);
-  y @1 :List(Float32);
-  yaw @2 :List(Float32);
-  yawRate @3 :List(Float32);
-  xStd @4 :List(Float32);
-  yStd @5 :List(Float32);
-  yawStd @6 :List(Float32);
-  yawRateStd @7 :List(Float32);
-}
-
-struct GpsTrajectory @0x8cfeb072f5301000 {
-  x @0 :List(Float32);
-  y @1 :List(Float32);
-}

cereal/messaging/tests/test_messaging.py

@@ -5,7 +5,7 @@ import numbers
 import random
 import threading
 import time
-from openpilot.common.parameterized import parameterized
+from parameterized import parameterized
 import pytest
 
 from cereal import log, car

cereal/messaging/tests/test_services.py

@@ -1,7 +1,7 @@
 import os
 import tempfile
 from typing import Dict
-from openpilot.common.parameterized import parameterized
+from parameterized import parameterized
 
 import cereal.services as services
 from cereal.services import SERVICE_LIST

cereal/messaging/tests/validate_sp_cereal_upstream.py

@@ -1,256 +1,222 @@
 #!/usr/bin/env python3
-"""Schema-level cereal compat check between sunnypilot and upstream openpilot.
-
-Rules (per struct matched across sides by typeId):
-  R1  shared ordinal must reference the same type.
-  R2  sunnypilot-only ordinal in a union -> FAIL (unknown discriminant upstream).
-  R3  sunnypilot-only ordinal on a regular field -> OK (additive struct evolution).
-  R4  upstream-only ordinal -> OK.
-  R5  sunnypilot-only struct referenced via an upstream-shared field -> FAIL.
-"""
-
-from __future__ import annotations
-
 import argparse
-import json
-import os
 import sys
-from typing import Any
+from typing import Any, List, Tuple
 
-NO_DISCRIMINANT = 0xFFFF
+DEBUG = False
 
 
-def hex_id(value: int) -> str:
-  return f"0x{value:016x}"
+def print_debug(string: str) -> None:
+  if DEBUG:
+    print(string)
 
 
-def encode_type(type_node: Any) -> dict:
-  which = type_node.which()
-  if which == "struct":
-    return {"kind": "struct", "typeId": hex_id(type_node.struct.typeId)}
-  if which == "enum":
-    return {"kind": "enum", "typeId": hex_id(type_node.enum.typeId)}
-  if which == "interface":
-    return {"kind": "interface", "typeId": hex_id(type_node.interface.typeId)}
-  if which == "list":
-    return {"kind": "list", "element": encode_type(type_node.list.elementType)}
-  if which == "anyPointer":
-    return {"kind": "anyPointer"}
-  return {"kind": which}
+def create_schema_instance(struct: Any, prop: Tuple[str, Any]) -> Any:
+  """
+  Create a new instance of a schema type, handling different field types.
+
+  Args:
+      struct: The Cap'n Proto schema structure
+      prop: A tuple containing the field name and field metadata
+
+  Returns:
+      A new initialized schema instance
+  """
+  struct_instance = struct.new_message()
+  field_name, field_metadata = prop
+
+  try:
+    field_type = field_metadata.proto.slot.type.which()
+
+    # Initialize different types of fields
+    if field_type in ('list', 'text', 'data'):
+      struct_instance.init(field_name, 1)
+      print_debug(f"Initialized list/text/data field: {field_name}")
+    elif field_type in ('struct', 'object'):
+      struct_instance.init(field_name)
+      print_debug(f"Initialized struct/object field: {field_name}")
+
+    return struct_instance
+
+  except Exception as e:
+    print(f"Error creating instance for {field_name}: {e}")
+    return None
 
 
-def encode_field(name: str, field: Any) -> dict:
-  proto = field.proto
-  ordinal = proto.ordinal.explicit if proto.ordinal.which() == "explicit" else None
-  discriminant = proto.discriminantValue if proto.discriminantValue != NO_DISCRIMINANT else None
+def get_schema_fields(schema_struct: Any) -> List[Tuple[str, Any]]:
+  """
+  Retrieve all fields from a given schema structure.
 
-  if proto.which() == "group":
-    type_desc = {"kind": "group", "typeId": hex_id(proto.group.typeId)}
-  else:
-    type_desc = encode_type(proto.slot.type)
+  Args:
+      schema_struct: The Cap'n Proto schema structure
 
-  return {
-    "name": name,
-    "ordinal": ordinal,
-    "discriminant": discriminant,
-    "type": type_desc,
-  }
+  Returns:
+      A list of field names and their metadata
+  """
+  try:
+    # Get all fields from the schema
+    schema_fields = list(schema_struct.schema.fields.items())
+
+    print_debug("Discovered schema fields:")
+    for field_name, field_metadata in schema_fields:
+      print_debug(f"- {field_name}")
+
+    return schema_fields
+
+  except Exception as e:
+    print(f"Error retrieving schema fields: {e}")
+    return []
 
 
-def encode_struct(schema: Any) -> dict:
-  node = schema.node
-  return {
-    "typeId": hex_id(node.id),
-    "displayName": node.displayName,
-    "hasUnion": node.struct.discriminantCount > 0,
-    "fields": [encode_field(name, field) for name, field in schema.fields.items()],
-  }
+def generate_schema_instances(schema_struct: Any) -> List[Any]:
+  """
+  Generate instances for all fields in a given schema.
+
+  Args:
+      schema_struct: The Cap'n Proto schema structure
+
+  Returns:
+      A list of schema instances
+  """
+  schema_fields = get_schema_fields(schema_struct)
+  instances = []
+
+  for field_prop in schema_fields:
+    try:
+      instance = create_schema_instance(schema_struct, field_prop)
+      if instance is not None:
+        instances.append(instance)
+    except Exception as e:
+      print(f"Skipping field due to error: {e}")
+
+  print(f"Generated {len(instances)} schema instances")
+  return instances
 
 
-def _child_struct_schema(field: Any) -> Any:
-  proto = field.proto
-  if proto.which() == "group":
-    return field.schema
-  type_node = proto.slot.type
-  which = type_node.which()
-  if which == "struct":
-    return field.schema
-  if which == "list":
-    container = field.schema
-    element_type = type_node.list.elementType
-    while element_type.which() == "list":
-      container = container.elementType
-      element_type = element_type.list.elementType
-    if element_type.which() == "struct":
-      return container.elementType
-  return None
+def persist_instances(instances: List[Any], filename: str) -> None:
+  """
+  Write schema instances to a binary file.
+
+  Args:
+      instances: List of schema instances
+      filename: Output file path
+  """
+  try:
+    with open(filename, 'wb') as f:
+      for instance in instances:
+        f.write(instance.to_bytes())
+
+    print(f"Successfully wrote {len(instances)} instances to {filename}")
+
+  except Exception as e:
+    print(f"Error persisting instances: {e}")
+    sys.exit(1)
 
 
-def collect_schema(root: Any) -> dict[str, dict]:
-  structs: dict[str, dict] = {}
-  stack = [root]
-  while stack:
-    schema = stack.pop()
-    type_id = hex_id(schema.node.id)
-    if type_id in structs:
-      continue
-    structs[type_id] = encode_struct(schema)
-    for _name, field in schema.fields.items():
-      try:
-        child = _child_struct_schema(field)
-      except Exception:
-        child = None
-      if child is not None:
-        stack.append(child)
-  return structs
+def read_instances(filename: str, schema_type: Any) -> List[Any]:
+  """
+  Read schema instances from a binary file.
+
+  Args:
+      filename: Input file path
+      schema_type: The schema type to use for reading
+
+  Returns:
+      A list of read schema instances
+  """
+  try:
+    with open(filename, 'rb') as f:
+      data = f.read()
+
+    instances = list(schema_type.read_multiple_bytes(data))
+
+    print(f"Read {len(instances)} instances from {filename}")
+    return instances
+
+  except Exception as e:
+    print(f"Error reading instances: {e}")
+    sys.exit(1)
 
 
-def load_log(cereal_dir: str) -> Any:
-  import capnp
-  cereal_dir = os.path.abspath(cereal_dir)
-  capnp.remove_import_hook()
-  return capnp.load(os.path.join(cereal_dir, "log.capnp"), imports=[cereal_dir])
+def compare_schemas(original_instances: List[Any], read_instances: List[Any]) -> bool:
+  """
+  Compare original and read-back instances to detect potential breaking changes.
 
+  Args:
+      original_instances: List of originally generated instances
+      read_instances: List of instances read back from file
 
-def dump_schema(cereal_dir: str, path: str) -> None:
-  log = load_log(cereal_dir)
-  payload = {
-    "root": hex_id(log.Event.schema.node.id),
-    "structs": collect_schema(log.Event.schema),
-  }
-  with open(path, "w", encoding="utf-8") as handle:
-    json.dump(payload, handle, indent=2, sort_keys=True)
-  print(f"wrote schema dump with {len(payload['structs'])} structs to {path}")
-
-
-def types_equal(a: dict, b: dict) -> bool:
-  if a.get("kind") != b.get("kind"):
+  Returns:
+      Boolean indicating whether schemas appear compatible
+  """
+  if len(original_instances) != len(read_instances):
+    print("❌ Schema Compatibility Warning: Instance count mismatch")
     return False
-  kind = a["kind"]
-  if kind in ("struct", "enum", "interface", "group"):
-    return a.get("typeId") == b.get("typeId")
-  if kind == "list":
-    return types_equal(a["element"], b["element"])
-  return True
+
+  compatible = True
+  for struct in read_instances:
+    try:
+      getattr(struct, struct.which())  # Attempting to access the field to validate readability
+    except Exception as e:
+      print(f"❌ Structural change detected: {struct.which()} is not readable.\nFull error: {e}")
+      compatible = False
+
+  return compatible
 
 
-def type_repr(t: dict) -> str:
-  kind = t.get("kind", "?")
-  if kind in ("struct", "enum", "interface", "group"):
-    return f"{kind}({t.get('typeId')})"
-  if kind == "list":
-    return f"list<{type_repr(t['element'])}>"
-  return kind
-
-
-def field_is_union_variant(field: dict) -> bool:
-  return field.get("discriminant") is not None
-
-
-def index_fields_by_ordinal(struct: dict) -> dict[int, dict]:
-  indexed: dict[int, dict] = {}
-  for field in struct["fields"]:
-    ordinal = field.get("ordinal")
-    if ordinal is None:
-      continue
-    indexed[ordinal] = field
-  return indexed
-
-
-def compare(sunnypilot_dump: dict, upstream_dump: dict) -> list[str]:
-  violations: list[str] = []
-  sunnypilot_structs: dict[str, dict] = sunnypilot_dump["structs"]
-  upstream_structs: dict[str, dict] = upstream_dump["structs"]
-
-  sunnypilot_struct_referenced_from_shared: set[str] = set()
-
-  for type_id, sunnypilot_struct in sunnypilot_structs.items():
-    upstream_struct = upstream_structs.get(type_id)
-    if upstream_struct is None:
-      continue
-
-    sunnypilot_fields = index_fields_by_ordinal(sunnypilot_struct)
-    upstream_fields = index_fields_by_ordinal(upstream_struct)
-    display = sunnypilot_struct["displayName"]
-
-    for ordinal, sunnypilot_field in sunnypilot_fields.items():
-      upstream_field = upstream_fields.get(ordinal)
-      if upstream_field is None:
-        if field_is_union_variant(sunnypilot_field):
-          violations.append(
-            f"[R2] {display} @{ordinal} ('{sunnypilot_field['name']}', {type_repr(sunnypilot_field['type'])}): "
-            f"union variant not present upstream. upstream cannot parse this discriminant."
-          )
-        continue
-
-      if not types_equal(sunnypilot_field["type"], upstream_field["type"]):
-        violations.append(
-          f"[R1] {display} @{ordinal}: type mismatch. "
-          f"sunnypilot='{sunnypilot_field['name']}' {type_repr(sunnypilot_field['type'])} vs "
-          f"upstream='{upstream_field['name']}' {type_repr(upstream_field['type'])}."
-        )
-        continue
-
-      cursor = sunnypilot_field["type"]
-      while cursor.get("kind") == "list":
-        cursor = cursor["element"]
-      if cursor.get("kind") in ("struct", "group", "interface") and cursor.get("typeId"):
-        sunnypilot_struct_referenced_from_shared.add(cursor["typeId"])
-
-  for type_id, sunnypilot_struct in sunnypilot_structs.items():
-    if type_id in upstream_structs:
-      continue
-    if type_id in sunnypilot_struct_referenced_from_shared:
-      violations.append(
-        f"[R5] struct {sunnypilot_struct['displayName']} ({type_id}) exists only on sunnypilot "
-        f"but is referenced from an upstream-shared field. upstream cannot resolve this type."
-      )
-
-  return violations
-
-
-def load_peer(path: str) -> dict:
-  with open(path, "r", encoding="utf-8") as handle:
-    return json.load(handle)
-
-
-def run_read(cereal_dir: str, peer_path: str) -> int:
-  log = load_log(cereal_dir)
-  peer_dump = load_peer(peer_path)
-  local_dump = {
-    "root": hex_id(log.Event.schema.node.id),
-    "structs": collect_schema(log.Event.schema),
-  }
-  violations = compare(sunnypilot_dump=peer_dump, upstream_dump=local_dump)
-
-  if not violations:
-    print("cereal compat OK: upstream openpilot can parse sunnypilot routes "
-          "(no leaked structs, no ordinal collisions).")
-    return 0
-
-  print(f"cereal compat FAIL: upstream openpilot would misparse sunnypilot routes "
-        f"({len(violations)} violation(s)):")
-  for v in violations:
-    print(f"  {v}")
-  return 1
-
-
-def main() -> int:
+def main():
+  """
+  CLI entry point for schema compatibility testing.
+  """
+  # Setup argument parser
   parser = argparse.ArgumentParser(
-    description="sunnypilot <-> upstream cereal compatibility validator (schema-level)."
+    description='Cap\'n Proto Schema Compatibility Testing Tool',
+    epilog='Test schema compatibility by generating and reading back instances.'
   )
-  mode = parser.add_mutually_exclusive_group(required=True)
-  mode.add_argument("-g", "--generate", action="store_true", help="dump local schema to JSON")
-  mode.add_argument("-r", "--read", action="store_true", help="load peer JSON and diff against local")
-  parser.add_argument("-f", "--file", default="schema.json", help="JSON file path (default: schema.json)")
-  parser.add_argument("--cereal-dir", required=True, help="path to cereal directory containing log.capnp")
+
+  # Add mutually exclusive group for generation or reading mode
+  mode_group = parser.add_mutually_exclusive_group(required=True)
+  mode_group.add_argument('-g', '--generate', action='store_true',
+                          help='Generate schema instances')
+  mode_group.add_argument('-r', '--read', action='store_true',
+                          help='Read and validate schema instances')
+
+  # Common arguments
+  parser.add_argument('-f', '--file',
+                      default='schema_instances.bin',
+                      help='Output/input binary file (default: schema_instances.bin)')
+
+  # Parse arguments
   args = parser.parse_args()
 
+  # Import the schema dynamically 
+  try:
+    from cereal import log
+    schema_type = log.Event
+  except ImportError:
+    print("Error: Unable to import schema. Ensure 'cereal' is installed.")
+    sys.exit(1)
+
+  # Execute based on mode
   if args.generate:
-    dump_schema(args.cereal_dir, args.file)
-    return 0
-  return run_read(args.cereal_dir, args.file)
+    print("🔧 Generating Schema Instances")
+    instances = generate_schema_instances(schema_type)
+    persist_instances(instances, args.file)
+    print("✅ Instance generation complete")
+
+  elif args.read:
+    print("🔍 Reading and Validating Schema Instances")
+    generated_instances = generate_schema_instances(schema_type)
+    read_back_instances = read_instances(args.file, schema_type)
+
+    # Compare schemas
+    if compare_schemas(generated_instances, read_back_instances):
+      print("✅ Schema Compatibility: No breaking changes detected")
+      sys.exit(0)
+    else:
+      print("❌ Potential Schema Breaking Changes Detected")
+      sys.exit(1)
 
 
 if __name__ == "__main__":
-  sys.exit(main())
+  main()

cereal/services.py

@@ -39,8 +39,8 @@ _services: dict[str, tuple] = {
   "roadEncodeIdx": (False, 20., 1),
   "liveTracks": (True, 20.),
   "sendcan": (True, 100., 139, QueueSize.MEDIUM),
-  "logMessage": (True, 0., None, QueueSize.BIG),
-  "errorLogMessage": (True, 0., 1, QueueSize.BIG),
+  "logMessage": (True, 0.),
+  "errorLogMessage": (True, 0., 1),
   "liveCalibration": (True, 4., 4),
   "liveTorqueParameters": (True, 4., 1),
   "liveDelay": (True, 4., 1),
@@ -49,7 +49,6 @@ _services: dict[str, tuple] = {
   "carControl": (True, 100., 10),
   "carOutput": (True, 100., 10),
   "longitudinalPlan": (True, 20., 10),
-  "lateralManeuverPlan": (True, 20.),
   "driverAssistance": (True, 20., 20),
   "procLog": (True, 0.5, 15, QueueSize.BIG),
   "gpsLocationExternal": (True, 10., 10),

common/.gitignore

@@ -0,0 +1 @@
+*.cpp

common/SConscript

@@ -1,10 +1,11 @@
-Import('env', 'envCython')
+Import('env', 'envCython', 'arch')
 
 common_libs = [
   'params.cc',
   'swaglog.cc',
   'util.cc',
   'ratekeeper.cc',
+  'clutil.cc',
 ]
 
 _common = env.Library('common', common_libs, LIBS="json11")

common/clutil.cc

@@ -0,0 +1,98 @@
+#include "common/clutil.h"
+
+#include <cassert>
+#include <iostream>
+#include <memory>
+
+#include "common/util.h"
+#include "common/swaglog.h"
+
+namespace {  // helper functions
+
+template <typename Func, typename Id, typename Name>
+std::string get_info(Func get_info_func, Id id, Name param_name) {
+  size_t size = 0;
+  CL_CHECK(get_info_func(id, param_name, 0, NULL, &size));
+  std::string info(size, '\0');
+  CL_CHECK(get_info_func(id, param_name, size, info.data(), NULL));
+  return info;
+}
+inline std::string get_platform_info(cl_platform_id id, cl_platform_info name) { return get_info(&clGetPlatformInfo, id, name); }
+inline std::string get_device_info(cl_device_id id, cl_device_info name) { return get_info(&clGetDeviceInfo, id, name); }
+
+void cl_print_info(cl_platform_id platform, cl_device_id device) {
+  size_t work_group_size = 0;
+  cl_device_type device_type = 0;
+  clGetDeviceInfo(device, CL_DEVICE_MAX_WORK_GROUP_SIZE, sizeof(work_group_size), &work_group_size, NULL);
+  clGetDeviceInfo(device, CL_DEVICE_TYPE, sizeof(device_type), &device_type, NULL);
+  const char *type_str = "Other...";
+  switch (device_type) {
+    case CL_DEVICE_TYPE_CPU: type_str ="CL_DEVICE_TYPE_CPU"; break;
+    case CL_DEVICE_TYPE_GPU: type_str = "CL_DEVICE_TYPE_GPU"; break;
+    case CL_DEVICE_TYPE_ACCELERATOR: type_str = "CL_DEVICE_TYPE_ACCELERATOR"; break;
+  }
+
+  LOGD("vendor: %s", get_platform_info(platform, CL_PLATFORM_VENDOR).c_str());
+  LOGD("platform version: %s", get_platform_info(platform, CL_PLATFORM_VERSION).c_str());
+  LOGD("profile: %s", get_platform_info(platform, CL_PLATFORM_PROFILE).c_str());
+  LOGD("extensions: %s", get_platform_info(platform, CL_PLATFORM_EXTENSIONS).c_str());
+  LOGD("name: %s", get_device_info(device, CL_DEVICE_NAME).c_str());
+  LOGD("device version: %s", get_device_info(device, CL_DEVICE_VERSION).c_str());
+  LOGD("max work group size: %zu", work_group_size);
+  LOGD("type = %d, %s", (int)device_type, type_str);
+}
+
+void cl_print_build_errors(cl_program program, cl_device_id device) {
+  cl_build_status status;
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_STATUS, sizeof(status), &status, NULL);
+  size_t log_size;
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, 0, NULL, &log_size);
+  std::string log(log_size, '\0');
+  clGetProgramBuildInfo(program, device, CL_PROGRAM_BUILD_LOG, log_size, &log[0], NULL);
+
+  LOGE("build failed; status=%d, log: %s", status, log.c_str());
+}
+
+}  // namespace
+
+cl_device_id cl_get_device_id(cl_device_type device_type) {
+  cl_uint num_platforms = 0;
+  CL_CHECK(clGetPlatformIDs(0, NULL, &num_platforms));
+  std::unique_ptr<cl_platform_id[]> platform_ids = std::make_unique<cl_platform_id[]>(num_platforms);
+  CL_CHECK(clGetPlatformIDs(num_platforms, &platform_ids[0], NULL));
+
+  for (size_t i = 0; i < num_platforms; ++i) {
+    LOGD("platform[%zu] CL_PLATFORM_NAME: %s", i, get_platform_info(platform_ids[i], CL_PLATFORM_NAME).c_str());
+
+    // Get first device
+    if (cl_device_id device_id = NULL; clGetDeviceIDs(platform_ids[i], device_type, 1, &device_id, NULL) == 0 && device_id) {
+      cl_print_info(platform_ids[i], device_id);
+      return device_id;
+    }
+  }
+  LOGE("No valid openCL platform found");
+  assert(0);
+  return nullptr;
+}
+
+cl_context cl_create_context(cl_device_id device_id) {
+  return CL_CHECK_ERR(clCreateContext(NULL, 1, &device_id, NULL, NULL, &err));
+}
+
+void cl_release_context(cl_context context) {
+  clReleaseContext(context);
+}
+
+cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args) {
+  return cl_program_from_source(ctx, device_id, util::read_file(path), args);
+}
+
+cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args) {
+  const char *csrc = src.c_str();
+  cl_program prg = CL_CHECK_ERR(clCreateProgramWithSource(ctx, 1, &csrc, NULL, &err));
+  if (int err = clBuildProgram(prg, 1, &device_id, args, NULL, NULL); err != 0) {
+    cl_print_build_errors(prg, device_id);
+    assert(0);
+  }
+  return prg;
+}

common/clutil.h

@@ -0,0 +1,28 @@
+#pragma once
+
+#ifdef __APPLE__
+#include <OpenCL/cl.h>
+#else
+#include <CL/cl.h>
+#endif
+
+#include <string>
+
+#define CL_CHECK(_expr)          \
+  do {                           \
+    assert(CL_SUCCESS == (_expr)); \
+  } while (0)
+
+#define CL_CHECK_ERR(_expr)           \
+  ({                                  \
+    cl_int err = CL_INVALID_VALUE;    \
+    __typeof__(_expr) _ret = _expr;   \
+    assert(_ret&& err == CL_SUCCESS); \
+    _ret;                             \
+  })
+
+cl_device_id cl_get_device_id(cl_device_type device_type);
+cl_context cl_create_context(cl_device_id device_id);
+void cl_release_context(cl_context context);
+cl_program cl_program_from_source(cl_context ctx, cl_device_id device_id, const std::string& src, const char* args = nullptr);
+cl_program cl_program_from_file(cl_context ctx, cl_device_id device_id, const char* path, const char* args);

common/file_chunker.py

@@ -1,37 +0,0 @@
-import math
-import os
-from pathlib import Path
-
-CHUNK_SIZE = 45 * 1024 * 1024  # 45MB, under GitHub's 50MB limit
-
-def get_chunk_name(name, idx, num_chunks):
-  return f"{name}.chunk{idx+1:02d}of{num_chunks:02d}"
-
-def get_manifest_path(name):
-  return f"{name}.chunkmanifest"
-
-def get_chunk_paths(path, file_size):
-  num_chunks = math.ceil(file_size / CHUNK_SIZE)
-  return [get_manifest_path(path)] + [get_chunk_name(path, i, num_chunks) for i in range(num_chunks)]
-
-def chunk_file(path, targets):
-  manifest_path, *chunk_paths = targets
-  with open(path, 'rb') as f:
-    data = f.read()
-  actual_num_chunks = max(1, math.ceil(len(data) / CHUNK_SIZE))
-  assert len(chunk_paths) >= actual_num_chunks, f"Allowed {len(chunk_paths)} chunks but needs at least {actual_num_chunks}, for path {path}"
-  for i, chunk_path in enumerate(chunk_paths):
-    with open(chunk_path, 'wb') as f:
-      f.write(data[i * CHUNK_SIZE:(i + 1) * CHUNK_SIZE])
-  Path(manifest_path).write_text(str(len(chunk_paths)))
-  os.remove(path)
-
-
-def read_file_chunked(path):
-  manifest_path = get_manifest_path(path)
-  if os.path.isfile(manifest_path):
-    num_chunks = int(Path(manifest_path).read_text().strip())
-    return b''.join(Path(get_chunk_name(path, i, num_chunks)).read_bytes() for i in range(num_chunks))
-  if os.path.isfile(path):
-    return Path(path).read_bytes()
-  raise FileNotFoundError(path)

common/filter_simple.py

@@ -28,7 +28,7 @@ class BounceFilter(FirstOrderFilter):
     scale = self.dt / (1.0 / 60.0)  # tuned at 60 fps
     self.velocity.x += (x - self.x) * self.bounce * scale * self.dt
     self.velocity.update(0.0)
-    if abs(self.velocity.x) < 1e-3:
+    if abs(self.velocity.x) < 1e-5:
       self.velocity.x = 0.0
     self.x += self.velocity.x
     return self.x

common/mat.h

@@ -0,0 +1,85 @@
+#pragma once
+
+typedef struct vec3 {
+  float v[3];
+} vec3;
+
+typedef struct vec4 {
+  float v[4];
+} vec4;
+
+typedef struct mat3 {
+  float v[3*3];
+} mat3;
+
+typedef struct mat4 {
+  float v[4*4];
+} mat4;
+
+static inline mat3 matmul3(const mat3 &a, const mat3 &b) {
+  mat3 ret = {{0.0}};
+  for (int r=0; r<3; r++) {
+    for (int c=0; c<3; c++) {
+      float v = 0.0;
+      for (int k=0; k<3; k++) {
+        v += a.v[r*3+k] * b.v[k*3+c];
+      }
+      ret.v[r*3+c] = v;
+    }
+  }
+  return ret;
+}
+
+static inline vec3 matvecmul3(const mat3 &a, const vec3 &b) {
+  vec3 ret = {{0.0}};
+  for (int r=0; r<3; r++) {
+    for (int c=0; c<3; c++) {
+      ret.v[r] += a.v[r*3+c] * b.v[c];
+    }
+  }
+  return ret;
+}
+
+static inline mat4 matmul(const mat4 &a, const mat4 &b) {
+  mat4 ret = {{0.0}};
+  for (int r=0; r<4; r++) {
+    for (int c=0; c<4; c++) {
+      float v = 0.0;
+      for (int k=0; k<4; k++) {
+        v += a.v[r*4+k] * b.v[k*4+c];
+      }
+      ret.v[r*4+c] = v;
+    }
+  }
+  return ret;
+}
+
+static inline vec4 matvecmul(const mat4 &a, const vec4 &b) {
+  vec4 ret = {{0.0}};
+  for (int r=0; r<4; r++) {
+    for (int c=0; c<4; c++) {
+      ret.v[r] += a.v[r*4+c] * b.v[c];
+    }
+  }
+  return ret;
+}
+
+// scales the input and output space of a transformation matrix
+// that assumes pixel-center origin.
+static inline mat3 transform_scale_buffer(const mat3 &in, float s) {
+  // in_pt = ( transform(out_pt/s + 0.5) - 0.5) * s
+
+  mat3 transform_out = {{
+    1.0f/s, 0.0f, 0.5f,
+    0.0f, 1.0f/s, 0.5f,
+    0.0f, 0.0f, 1.0f,
+  }};
+
+  mat3 transform_in = {{
+    s,  0.0f, -0.5f*s,
+    0.0f, s, -0.5f*s,
+    0.0f, 0.0f, 1.0f,
+  }};
+
+  return matmul3(transform_in, matmul3(in, transform_out));
+}

common/model.h

@@ -0,0 +1 @@
+#define DEFAULT_MODEL "CD210 (Default)"

common/parameterized.py

@@ -1,47 +0,0 @@
-import sys
-import pytest
-import inspect
-
-
-class parameterized:
-  @staticmethod
-  def expand(cases):
-    cases = list(cases)
-
-    if not cases:
-      return lambda func: pytest.mark.skip("no parameterized cases")(func)
-
-    def decorator(func):
-      params = [p for p in inspect.signature(func).parameters if p != 'self']
-      normalized = [c if isinstance(c, tuple) else (c,) for c in cases]
-      # Infer arg count from first case so extra params (e.g. from @given) are left untouched
-      expand_params = params[: len(normalized[0])]
-      if len(expand_params) == 1:
-        return pytest.mark.parametrize(expand_params[0], [c[0] for c in normalized])(func)
-      return pytest.mark.parametrize(', '.join(expand_params), normalized)(func)
-
-    return decorator
-
-
-def parameterized_class(attrs, input_list=None):
-  if isinstance(attrs, list) and (not attrs or isinstance(attrs[0], dict)):
-    params_list = attrs
-  else:
-    assert input_list is not None
-    attr_names = (attrs,) if isinstance(attrs, str) else tuple(attrs)
-    params_list = [dict(zip(attr_names, v if isinstance(v, (tuple, list)) else (v,), strict=False)) for v in input_list]
-
-  def decorator(cls):
-    globs = sys._getframe(1).f_globals
-    for i, params in enumerate(params_list):
-      name = f"{cls.__name__}_{i}"
-      new_cls = type(name, (cls,), dict(params))
-      new_cls.__module__ = cls.__module__
-      new_cls.__test__ = True  # override inherited False so pytest collects this subclass
-      globs[name] = new_cls
-    # Don't collect the un-parametrised base, but return it so outer decorators
-    # (e.g. @pytest.mark.skip) land on it and propagate to subclasses via MRO.
-    cls.__test__ = False
-    return cls
-
-  return decorator

common/params_keys.h

@@ -82,7 +82,6 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"LiveParametersV2", {PERSISTENT, BYTES}},
     {"LiveTorqueParameters", {PERSISTENT | DONT_LOG, BYTES}},
     {"LocationFilterInitialState", {PERSISTENT, BYTES}},
-    {"LateralManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
     {"LongitudinalManeuverMode", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, BOOL}},
     {"LongitudinalPersonality", {PERSISTENT | BACKUP, INT, std::to_string(static_cast<int>(cereal::LongitudinalPersonality::STANDARD))}},
     {"NetworkMetered", {PERSISTENT | BACKUP, BOOL}},
@@ -135,8 +134,6 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"Version", {PERSISTENT, STRING}},
 
     // --- sunnypilot params --- //
-    {"AccelPersonality", {PERSISTENT | BACKUP, INT, std::to_string(static_cast<int>(cereal::LongitudinalPlanSP::AccelerationPersonality::NORMAL))}},
-    {"AccelPersonalityEnabled", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"ApiCache_DriveStats", {PERSISTENT, JSON}},
     {"AutoLaneChangeBsmDelay", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"AutoLaneChangeTimer", {PERSISTENT | BACKUP, INT, "0"}},
@@ -173,9 +170,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"OffroadMode", {CLEAR_ON_MANAGER_START, BOOL}},
     {"Offroad_TiciSupport", {CLEAR_ON_MANAGER_START, JSON}},
     {"OnroadScreenOffBrightness", {PERSISTENT | BACKUP, INT, "0"}},
-    {"OnroadScreenOffBrightnessMigrated", {PERSISTENT | BACKUP, STRING, "0.0"}},
     {"OnroadScreenOffTimer", {PERSISTENT | BACKUP, INT, "15"}},
-    {"OnroadScreenOffTimerMigrated", {PERSISTENT | BACKUP, STRING, "0.0"}},
     {"OnroadUploads", {PERSISTENT | BACKUP, BOOL, "1"}},
     {"QuickBootToggle", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"QuietMode", {PERSISTENT | BACKUP, BOOL, "0"}},
@@ -195,7 +190,7 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     // Model Manager params
     {"ModelManager_ActiveBundle", {PERSISTENT, JSON}},
     {"ModelManager_ClearCache", {CLEAR_ON_MANAGER_START, BOOL}},
-    {"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT}},
+    {"ModelManager_DownloadIndex", {CLEAR_ON_MANAGER_START | CLEAR_ON_ONROAD_TRANSITION, INT, "0"}},
     {"ModelManager_Favs", {PERSISTENT | BACKUP, STRING}},
     {"ModelManager_LastSyncTime", {CLEAR_ON_MANAGER_START | CLEAR_ON_OFFROAD_TRANSITION, INT, "0"}},
     {"ModelManager_ModelsCache", {PERSISTENT | BACKUP, JSON}},
@@ -206,7 +201,6 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     // sunnylink params
     {"EnableSunnylinkUploader", {PERSISTENT | BACKUP, BOOL}},
     {"LastSunnylinkPingTime", {CLEAR_ON_MANAGER_START, INT}},
-    {"ParamsVersion", {PERSISTENT, INT}},
     {"SunnylinkCache_Roles", {PERSISTENT, STRING}},
     {"SunnylinkCache_Users", {PERSISTENT, STRING}},
     {"SunnylinkDongleId", {PERSISTENT, STRING}},
@@ -224,7 +218,6 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"SubaruStopAndGoManualParkingBrake", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"TeslaCoopSteering", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"ToyotaEnforceStockLongitudinal", {PERSISTENT | BACKUP, BOOL, "0"}},
-    {"ToyotaStopAndGoHack", {PERSISTENT | BACKUP, BOOL, "0"}},
 
     {"DynamicExperimentalControl", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"BlindSpot", {PERSISTENT | BACKUP, BOOL, "0"}},
@@ -275,7 +268,6 @@ inline static std::unordered_map<std::string, ParamKeyAttributes> keys = {
     {"EnforceTorqueControl", {PERSISTENT | BACKUP, BOOL}},
     {"LiveTorqueParamsToggle", {PERSISTENT | BACKUP , BOOL}},
     {"LiveTorqueParamsRelaxedToggle", {PERSISTENT | BACKUP , BOOL}},
-    {"TorqueControlTune", {PERSISTENT | BACKUP, FLOAT, "0.0"}},
     {"TorqueParamsOverrideEnabled", {PERSISTENT | BACKUP, BOOL, "0"}},
     {"TorqueParamsOverrideFriction", {PERSISTENT | BACKUP, FLOAT, "0.1"}},
     {"TorqueParamsOverrideLatAccelFactor", {PERSISTENT | BACKUP, FLOAT, "2.5"}},

common/prefix.h

@@ -27,14 +27,14 @@ public:
     auto param_path = Params().getParamPath();
     if (util::file_exists(param_path)) {
       std::string real_path = util::readlink(param_path);
-      util::check_system(util::string_format("rm %s -rf", real_path.c_str()));
+      system(util::string_format("rm %s -rf", real_path.c_str()).c_str());
       unlink(param_path.c_str());
     }
     if (getenv("COMMA_CACHE") == nullptr) {
-      util::check_system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()));
+      system(util::string_format("rm %s -rf", Path::download_cache_root().c_str()).c_str());
     }
-    util::check_system(util::string_format("rm %s -rf", Path::comma_home().c_str()));
-    util::check_system(util::string_format("rm %s -rf", msgq_path.c_str()));
+    system(util::string_format("rm %s -rf", Path::comma_home().c_str()).c_str());
+    system(util::string_format("rm %s -rf", msgq_path.c_str()).c_str());
     unsetenv("OPENPILOT_PREFIX");
   }
 

common/ratekeeper.cc

@@ -6,9 +6,9 @@
 #include "common/timing.h"
 #include "common/util.h"
 
-RateKeeper::RateKeeper(const std::string &name_, float rate, float print_delay_threshold_)
-    : name(name_),
-      print_delay_threshold(std::max(0.f, print_delay_threshold_)) {
+RateKeeper::RateKeeper(const std::string &name, float rate, float print_delay_threshold)
+    : name(name),
+      print_delay_threshold(std::max(0.f, print_delay_threshold)) {
   interval = 1 / rate;
   last_monitor_time = seconds_since_boot();
   next_frame_time = last_monitor_time + interval;

common/tests/test_util.cc

@@ -36,7 +36,7 @@ TEST_CASE("util::read_file") {
     REQUIRE(util::read_file(filename).empty());
 
     std::string content = random_bytes(64 * 1024);
-    REQUIRE(write(fd, content.c_str(), content.size()) == (ssize_t)content.size());
+    write(fd, content.c_str(), content.size());
     std::string ret = util::read_file(filename);
     bool equal = (ret == content);
     REQUIRE(equal);
@@ -114,12 +114,12 @@ TEST_CASE("util::safe_fwrite") {
 }
 
 TEST_CASE("util::create_directories") {
-  REQUIRE(system("rm /tmp/test_create_directories -rf") == 0);
+  system("rm /tmp/test_create_directories -rf");
   std::string dir = "/tmp/test_create_directories/a/b/c/d/e/f";
 
-  auto check_dir_permissions = [](const std::string &path, mode_t mode) -> bool {
+  auto check_dir_permissions = [](const std::string &dir, mode_t mode) -> bool {
     struct stat st = {};
-    return stat(path.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
+    return stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR && (st.st_mode & (S_IRWXU | S_IRWXG | S_IRWXO)) == mode;
   };
 
   SECTION("create_directories") {
@@ -132,7 +132,7 @@ TEST_CASE("util::create_directories") {
   }
   SECTION("a file exists with the same name") {
     REQUIRE(util::create_directories(dir, 0755));
-    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT, 0644);
+    int f = open((dir + "/file").c_str(), O_RDWR | O_CREAT);
     REQUIRE(f != -1);
     close(f);
     REQUIRE(util::create_directories(dir + "/file", 0755) == false);

common/time_helpers.py

@@ -2,7 +2,6 @@ import datetime
 from pathlib import Path
 
 MIN_DATE = datetime.datetime(year=2025, month=2, day=21)
-MAX_DATE = datetime.datetime(year=2035, month=1, day=1)
 
 def min_date():
   # on systemd systems, the default time is the systemd build time
@@ -13,4 +12,4 @@ def min_date():
   return MIN_DATE
 
 def system_time_valid():
-  return min_date() < datetime.datetime.now() < MAX_DATE
+  return datetime.datetime.now() > min_date()

common/transformations/.gitignore

@@ -0,0 +1,2 @@
+transformations
+transformations.cpp

common/util.cc

@@ -181,9 +181,9 @@ bool file_exists(const std::string& fn) {
 }
 
 static bool createDirectory(std::string dir, mode_t mode) {
-  auto verify_dir = [](const std::string& path) -> bool {
+  auto verify_dir = [](const std::string& dir) -> bool {
     struct stat st = {};
-    return (stat(path.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
+    return (stat(dir.c_str(), &st) == 0 && (st.st_mode & S_IFMT) == S_IFDIR);
   };
   // remove trailing /'s
   while (dir.size() > 1 && dir.back() == '/') {
@@ -288,7 +288,7 @@ std::string strip(const std::string &str) {
 std::string check_output(const std::string& command) {
   char buffer[128];
   std::string result;
-  std::unique_ptr<FILE, int(*)(FILE*)> pipe(popen(command.c_str(), "r"), pclose);
+  std::unique_ptr<FILE, decltype(&pclose)> pipe(popen(command.c_str(), "r"), pclose);
 
   if (!pipe) {
     return "";
@@ -303,7 +303,7 @@ std::string check_output(const std::string& command) {
 
 bool system_time_valid() {
   // Default to August 26, 2024
-  tm min_tm = {.tm_mday = 26, .tm_mon = 7, .tm_year = 2024 - 1900};
+  tm min_tm = {.tm_year = 2024 - 1900, .tm_mon = 7, .tm_mday = 26};
   time_t min_date = mktime(&min_tm);
 
   struct stat st;

common/util.h

@@ -97,13 +97,6 @@ bool create_directories(const std::string &dir, mode_t mode);
 
 std::string check_output(const std::string& command);
 
-inline void check_system(const std::string& cmd) {
-  int ret = std::system(cmd.c_str());
-  if (ret != 0) {
-    fprintf(stderr, "system command failed (%d): %s\n", ret, cmd.c_str());
-  }
-}
-
 bool system_time_valid();
 
 inline void sleep_for(const int milliseconds) {

common/utils.py

@@ -131,11 +131,11 @@ def get_upload_stream(filepath: str, should_compress: bool) -> tuple[io.Buffered
     return compressed_stream, compressed_size
 
 
-# remove all keys that end in DEPRECATED, plus any "deprecated" group
+# remove all keys that end in DEPRECATED
 def strip_deprecated_keys(d):
   for k in list(d.keys()):
     if isinstance(k, str):
-      if k.endswith('DEPRECATED') or k == 'deprecated':
+      if k.endswith('DEPRECATED'):
         d.pop(k)
       elif isinstance(d[k], dict):
         strip_deprecated_keys(d[k])

common/version.h

@@ -1 +1 @@
-#define COMMA_VERSION "0.11.1"
+#define COMMA_VERSION "0.10.4"

conftest.py

@@ -10,6 +10,7 @@ from openpilot.system.hardware import TICI, HARDWARE
 # TODO: pytest-cpp doesn't support FAIL, and we need to create test translations in sessionstart
 # pending https://github.com/pytest-dev/pytest-cpp/pull/147
 collect_ignore = [
+  "selfdrive/ui/tests/test_translations",
   "selfdrive/test/process_replay/test_processes.py",
   "selfdrive/test/process_replay/test_regen.py",
 ]

docs/CARS.md

@@ -4,25 +4,24 @@
 
 A supported vehicle is one that just works when you install a comma device. All supported cars provide a better experience than any stock system. Supported vehicles reference the US market unless otherwise specified.
 
-# 340 Supported Cars
+# 335 Supported Cars
 
 |Make|Model|Supported Package|ACC|No ACC accel below|No ALC below|Steering Torque|Resume from stop|<a href="##"><img width=2000></a>Hardware Needed<br>&nbsp;|Video|Setup Video|
 |---|---|---|:---:|:---:|:---:|:---:|:---:|:---:|:---:|:---:|
 |Acura|ILX 2016-18|Technology Plus Package or AcuraWatch Plus|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2016-18">Buy Here</a></sub></details>|||
 |Acura|ILX 2019|All|openpilot|26 mph|25 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura ILX 2019">Buy Here</a></sub></details>|||
-|Acura|MDX 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|43 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2022-24">Buy Here</a></sub></details>|||
 |Acura|MDX 2025-26|All except Type S|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura MDX 2025-26">Buy Here</a></sub></details>|||
 |Acura|RDX 2016-18|AcuraWatch Plus or Advance Package|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2016-18">Buy Here</a></sub></details>|||
 |Acura|RDX 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura RDX 2019-21">Buy Here</a></sub></details>|||
-|Acura|TLX 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2021-22">Buy Here</a></sub></details>|||
+|Acura|TLX 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2021">Buy Here</a></sub></details>|||
 |Acura|TLX 2025|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Acura TLX 2025">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
-|Audi[<sup>11</sup>](#footnotes)|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
-|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim, without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Audi|A3 2014-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 2014-19">Buy Here</a></sub></details>|||
+|Audi|A3 Sportback e-tron 2017-18|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi A3 Sportback e-tron 2017-18">Buy Here</a></sub></details>|||
+|Audi|Q2 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q2 2018">Buy Here</a></sub></details>|||
+|Audi|Q3 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi Q3 2019-24">Buy Here</a></sub></details>|||
+|Audi|RS3 2018|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi RS3 2018">Buy Here</a></sub></details>|||
+|Audi|S3 2015-17|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Audi S3 2015-17">Buy Here</a></sub></details>|||
+|Chevrolet|Bolt EUV 2022-23|Premier or Premier Redline Trim, without Super Cruise Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EUV 2022-23">Buy Here</a></sub></details>|<a href="https://youtu.be/xvwzGMUA210" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Chevrolet|Bolt EV 2022-23|2LT Trim with Adaptive Cruise Control Package|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Bolt EV 2022-23">Buy Here</a></sub></details>|||
 |Chevrolet|Equinox 2019-22|Adaptive Cruise Control (ACC)|openpilot available[<sup>1</sup>](#footnotes)|3 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Equinox 2019-22">Buy Here</a></sub></details>|||
 |Chevrolet|Silverado 1500 2020-21|Safety Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chevrolet Silverado 1500 2020-21">Buy Here</a></sub></details>|||
@@ -32,34 +31,34 @@ A supported vehicle is one that just works when you install a comma device. All
 |Chrysler|Pacifica 2021-23|All|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica 2021-23">Buy Here</a></sub></details>|||
 |Chrysler|Pacifica Hybrid 2017-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2017-18">Buy Here</a></sub></details>|||
 |Chrysler|Pacifica Hybrid 2019-25|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Chrysler Pacifica Hybrid 2019-25">Buy Here</a></sub></details>|||
-|comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|CUPRA[<sup>11</sup>](#footnotes)|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>|||
+|comma|body|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|None|<a href="https://youtu.be/VT-i3yRsX2s?t=2736" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|CUPRA|Ateca 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=CUPRA Ateca 2018-23">Buy Here</a></sub></details>|||
 |Dodge|Durango 2020-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Dodge Durango 2020-21">Buy Here</a></sub></details>|||
 |Ford|Bronco Sport 2021-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Bronco Sport 2021-24">Buy Here</a></sub></details>|||
 |Ford|Escape 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Escape 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Escape Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Escape Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Escape Plug-in Hybrid 2020-22|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Escape Plug-in Hybrid 2023-24|Co-Pilot360 Assist+|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Escape Plug-in Hybrid 2023-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Expedition 2022-24|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Expedition 2022-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Explorer 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer 2020-24">Buy Here</a></sub></details>|||
 |Ford|Explorer Hybrid 2020-24|Co-Pilot360 Assist+|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Explorer Hybrid 2020-24">Buy Here</a></sub></details>|||
-|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|F-150 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|F-150 Hybrid 2021-23|Co-Pilot360 Assist 2.0|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford F-150 Hybrid 2021-23">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=MewJc9LYp9M" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Focus 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus 2018">Buy Here</a></sub></details>|||
 |Ford|Focus Hybrid 2018[<sup>2</sup>](#footnotes)|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Focus Hybrid 2018">Buy Here</a></sub></details>|||
 |Ford|Kuga 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga 2020-23">Buy Here</a></sub></details>|||
 |Ford|Kuga Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Ford|Kuga Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Kuga Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Kuga Plug-in Hybrid 2020-23|Adaptive Cruise Control with Lane Centering|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2020-23">Buy Here</a></sub></details>|||
-|Ford|Kuga Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Kuga Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Kuga Plug-in Hybrid 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Ford|Maverick 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2022">Buy Here</a></sub></details>|||
 |Ford|Maverick 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick 2023-24">Buy Here</a></sub></details>|||
 |Ford|Maverick Hybrid 2022|LARIAT Luxury|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2022">Buy Here</a></sub></details>|||
 |Ford|Maverick Hybrid 2023-24|Co-Pilot360 Assist|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Maverick Hybrid 2023-24">Buy Here</a></sub></details>|||
-|Ford|Mustang Mach-E 2021-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
+|Ford|Mustang Mach-E 2021-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Mustang Mach-E 2021-24">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Ford|Ranger 2024|Adaptive Cruise Control with Lane Centering|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q4 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ford Ranger 2024">Buy Here</a></sub></details>||<a href="https://www.youtube.com/watch?v=uUGkH6C_EQU" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
 |Genesis|G70 2018|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2018">Buy Here</a></sub></details>|||
 |Genesis|G70 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2019-21">Buy Here</a></sub></details>|||
 |Genesis|G70 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis G70 2022-23">Buy Here</a></sub></details>|||
@@ -74,18 +73,18 @@ A supported vehicle is one that just works when you install a comma device. All
 |Genesis|GV70 Electrified (Australia Only) 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (Australia Only) 2022">Buy Here</a></sub></details>|||
 |Genesis|GV70 Electrified (with HDA II) 2023-24|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV70 Electrified (with HDA II) 2023-24">Buy Here</a></sub></details>|||
 |Genesis|GV80 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai M connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Genesis GV80 2023">Buy Here</a></sub></details>|||
-|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|GMC|Sierra 1500 2020-21|Driver Alert Package II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|6 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 GM connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=GMC Sierra 1500 2020-21">Buy Here</a></sub></details>|<a href="https://youtu.be/5HbNoBLzRwE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Accord 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2018-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=mrUwlj3Mi58" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Honda|Accord 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord 2023-25">Buy Here</a></sub></details>|||
 |Honda|Accord Hybrid 2018-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|3 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2018-22">Buy Here</a></sub></details>|||
 |Honda|Accord Hybrid 2023-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Accord Hybrid 2023-25">Buy Here</a></sub></details>|||
 |Honda|City (Brazil only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|14 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda City (Brazil only) 2023">Buy Here</a></sub></details>|||
-|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Honda|Civic 2016-18|Honda Sensing|openpilot|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2016-18">Buy Here</a></sub></details>|<a href="https://youtu.be/-IkImTe1NYE" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|2 mph[<sup>4</sup>](#footnotes)|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=4Iz1Mz5LGF8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Honda|Civic 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Honda|Civic Hatchback 2017-18|Honda Sensing|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2017-18">Buy Here</a></sub></details>|||
 |Honda|Civic Hatchback 2019-21|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2019-21">Buy Here</a></sub></details>|||
-|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Honda|Civic Hatchback 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback 2022-24">Buy Here</a></sub></details>|<a href="https://youtu.be/ytiOT5lcp6Q" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Honda|Civic Hatchback Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid 2025-26">Buy Here</a></sub></details>|||
 |Honda|Civic Hatchback Hybrid (Europe only) 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hatchback Hybrid (Europe only) 2023">Buy Here</a></sub></details>|||
 |Honda|Civic Hybrid 2025-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Civic Hybrid 2025-26">Buy Here</a></sub></details>|||
@@ -104,7 +103,6 @@ A supported vehicle is one that just works when you install a comma device. All
 |Honda|N-Box 2018|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|11 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda N-Box 2018">Buy Here</a></sub></details>|||
 |Honda|Odyssey 2018-20|Honda Sensing|openpilot|26 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2018-20">Buy Here</a></sub></details>|||
 |Honda|Odyssey 2021-26|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|43 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey 2021-26">Buy Here</a></sub></details>|||
-|Honda|Odyssey (Singapore) 2021|Honda Sensing|openpilot|19 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey (Singapore) 2021">Buy Here</a></sub></details>|||
 |Honda|Odyssey (Taiwan) 2018-19|Honda Sensing|openpilot|19 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Odyssey (Taiwan) 2018-19">Buy Here</a></sub></details>|||
 |Honda|Passport 2019-25|All|openpilot|26 mph|12 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Nidec connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2019-25">Buy Here</a></sub></details>|||
 |Honda|Passport 2026|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Honda Bosch C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Honda Passport 2026">Buy Here</a></sub></details>|||
@@ -117,9 +115,9 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Custin 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Custin 2023">Buy Here</a></sub></details>|||
 |Hyundai|Elantra 2017-18|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2017-18">Buy Here</a></sub></details>|||
 |Hyundai|Elantra 2019|Smart Cruise Control (SCC)|Stock|19 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2019">Buy Here</a></sub></details>|||
-|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Elantra 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Elantra GT 2017-20|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra GT 2017-20">Buy Here</a></sub></details>|||
-|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Elantra Hybrid 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Elantra Hybrid 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/_EdYQtV52-c" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Genesis 2015-16|Smart Cruise Control (SCC)|Stock|19 mph|37 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai J connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Genesis 2015-16">Buy Here</a></sub></details>|||
 |Hyundai|i30 2017-19|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai i30 2017-19">Buy Here</a></sub></details>|||
 |Hyundai|Ioniq 5 (Southeast Asia and Europe only) 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Ioniq 5 (Southeast Asia and Europe only) 2022-24">Buy Here</a></sub></details>|||
@@ -136,17 +134,17 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Kona 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona 2022-23">Buy Here</a></sub></details>|||
 |Hyundai|Kona Electric 2018-21|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2018-21">Buy Here</a></sub></details>|||
 |Hyundai|Kona Electric 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai O connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric 2022-23">Buy Here</a></sub></details>|||
-|Hyundai|Kona Electric (with HDA II, Korea only) 2023|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Kona Electric (with HDA II, Korea only) 2023|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Electric (with HDA II, Korea only) 2023">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=U2fOCmcQ8hw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Kona Hybrid 2020|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai I connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Kona Hybrid 2020">Buy Here</a></sub></details>|||
 |Hyundai|Nexo 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Nexo 2021">Buy Here</a></sub></details>|||
-|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Palisade 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Palisade 2020-22">Buy Here</a></sub></details>|<a href="https://youtu.be/TAnDqjF4fDY?t=456" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Santa Cruz 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Cruz 2022-24">Buy Here</a></sub></details>|||
-|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Santa Fe 2019-20|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2019-20">Buy Here</a></sub></details>|<a href="https://youtu.be/bjDR0YjM__s" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Hyundai|Santa Fe 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/VnHzSTygTS4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Santa Fe Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Hybrid 2022-23">Buy Here</a></sub></details>|||
 |Hyundai|Santa Fe Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Santa Fe Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
 |Hyundai|Sonata 2018-19|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2018-19">Buy Here</a></sub></details>|||
-|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Hyundai|Sonata 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata 2020-23">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=ix63r9kE3Fw" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Hyundai|Sonata Hybrid 2020-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Sonata Hybrid 2020-23">Buy Here</a></sub></details>|||
 |Hyundai|Staria 2023|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Staria 2023">Buy Here</a></sub></details>|||
 |Hyundai|Tucson 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai L connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson 2021">Buy Here</a></sub></details>|||
@@ -156,8 +154,8 @@ A supported vehicle is one that just works when you install a comma device. All
 |Hyundai|Tucson Hybrid 2022-24|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Hybrid 2022-24">Buy Here</a></sub></details>|||
 |Hyundai|Tucson Plug-in Hybrid 2024|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Tucson Plug-in Hybrid 2024">Buy Here</a></sub></details>|||
 |Hyundai|Veloster 2019-20|Smart Cruise Control (SCC)|Stock|5 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Hyundai Veloster 2019-20">Buy Here</a></sub></details>|||
-|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Jeep|Grand Cherokee 2016-18|Adaptive Cruise Control (ACC)|Stock|0 mph|9 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2016-18">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=eLR9o2JkuRk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Jeep|Grand Cherokee 2019-21|Adaptive Cruise Control (ACC)|Stock|0 mph|39 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 FCA connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Jeep Grand Cherokee 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=jBe4lWnRSu4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Kia|Carnival 2022-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival 2022-24">Buy Here</a></sub></details>|||
 |Kia|Carnival (China only) 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Carnival (China only) 2023">Buy Here</a></sub></details>|||
 |Kia|Ceed 2019-21|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Ceed 2019-21">Buy Here</a></sub></details>|||
@@ -168,18 +166,17 @@ A supported vehicle is one that just works when you install a comma device. All
 |Kia|Forte 2022-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Forte 2022-23">Buy Here</a></sub></details>|||
 |Kia|K5 2021-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 2021-24">Buy Here</a></sub></details>|||
 |Kia|K5 Hybrid 2020-22|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K5 Hybrid 2020-22">Buy Here</a></sub></details>|||
-|Kia|K7 2017|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K7 2017">Buy Here</a></sub></details>|||
 |Kia|K8 Hybrid (with HDA II) 2023|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai Q connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia K8 Hybrid (with HDA II) 2023">Buy Here</a></sub></details>|||
-|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Kia|Niro EV (with HDA II) 2024-25|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2024-25">Buy Here</a></sub></details>|||
+|Kia|Niro EV 2019|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2020|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2020">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2021">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV 2022">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=lT7zcG6ZpGo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Niro EV (with HDA II) 2025|Highway Driving Assist II|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai R connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (with HDA II) 2025">Buy Here</a></sub></details>|||
 |Kia|Niro EV (without HDA II) 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro EV (without HDA II) 2023-25">Buy Here</a></sub></details>|||
 |Kia|Niro Hybrid 2018|Smart Cruise Control (SCC)|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2018">Buy Here</a></sub></details>|||
 |Kia|Niro Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2021">Buy Here</a></sub></details>|||
 |Kia|Niro Hybrid 2022|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai F connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2022">Buy Here</a></sub></details>|||
-|Kia|Niro Hybrid 2023-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023-24">Buy Here</a></sub></details>|||
+|Kia|Niro Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Hybrid 2023">Buy Here</a></sub></details>|||
 |Kia|Niro Plug-in Hybrid 2018-19|All|Stock|10 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2018-19">Buy Here</a></sub></details>|||
 |Kia|Niro Plug-in Hybrid 2020|Smart Cruise Control (SCC)|Stock|0 mph|32 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2020">Buy Here</a></sub></details>|||
 |Kia|Niro Plug-in Hybrid 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai D connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Niro Plug-in Hybrid 2021">Buy Here</a></sub></details>|||
@@ -188,21 +185,21 @@ A supported vehicle is one that just works when you install a comma device. All
 |Kia|Optima 2019-20|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai G connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima 2019-20">Buy Here</a></sub></details>|||
 |Kia|Optima Hybrid 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Optima Hybrid 2019">Buy Here</a></sub></details>|||
 |Kia|Seltos 2021|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Seltos 2021">Buy Here</a></sub></details>|||
-|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Kia|Sorento 2018|Advanced Smart Cruise Control & LKAS|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2018">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Kia|Sorento 2019|Smart Cruise Control (SCC)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai E connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2019">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Fkh3s6WHJz8" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Kia|Sorento 2021-23|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento 2021-23">Buy Here</a></sub></details>|||
 |Kia|Sorento Hybrid 2021-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Hybrid 2021-23">Buy Here</a></sub></details>|||
 |Kia|Sorento Plug-in Hybrid 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sorento Plug-in Hybrid 2022-23">Buy Here</a></sub></details>|||
 |Kia|Sportage 2023-24|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage 2023-24">Buy Here</a></sub></details>|||
 |Kia|Sportage Hybrid 2023|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai N connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Sportage Hybrid 2023">Buy Here</a></sub></details>|||
-|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Kia|Stinger 2018-20|Smart Cruise Control (SCC)|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai C connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=MJ94qoofYw0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Kia|Stinger 2022-23|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai K connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Stinger 2022-23">Buy Here</a></sub></details>|||
 |Kia|Telluride 2020-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Hyundai H connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Kia Telluride 2020-22">Buy Here</a></sub></details>|||
 |Lexus|CT Hybrid 2017-18|Lexus Safety System+|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus CT Hybrid 2017-18">Buy Here</a></sub></details>|||
 |Lexus|ES 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2017-18">Buy Here</a></sub></details>|||
 |Lexus|ES 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES 2019-25">Buy Here</a></sub></details>|||
 |Lexus|ES Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2017-18">Buy Here</a></sub></details>|||
-|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Lexus|ES Hybrid 2019-25|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus ES Hybrid 2019-25">Buy Here</a></sub></details>|<a href="https://youtu.be/BZ29osRVJeg?t=12" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Lexus|GS F 2016|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus GS F 2016">Buy Here</a></sub></details>|||
 |Lexus|IS 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2017-19">Buy Here</a></sub></details>|||
 |Lexus|IS 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus IS 2022-24">Buy Here</a></sub></details>|||
@@ -223,25 +220,23 @@ A supported vehicle is one that just works when you install a comma device. All
 |Lexus|UX Hybrid 2019-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lexus UX Hybrid 2019-24">Buy Here</a></sub></details>|||
 |Lincoln|Aviator 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator 2020-24">Buy Here</a></sub></details>|||
 |Lincoln|Aviator Plug-in Hybrid 2020-24|Co-Pilot360 Plus|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Ford Q3 connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Lincoln Aviator Plug-in Hybrid 2020-24">Buy Here</a></sub></details>|||
-|MAN[<sup>11</sup>](#footnotes)|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|MAN[<sup>11</sup>](#footnotes)|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|MAN|eTGE 2020-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN eTGE 2020-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|MAN|TGE 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=MAN TGE 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Mazda|CX-5 2022-25|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-5 2022-25">Buy Here</a></sub></details>|||
-|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Mazda|CX-9 2021-23|All|Stock|0 mph|28 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 Mazda connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Mazda CX-9 2021-23">Buy Here</a></sub></details>|<a href="https://youtu.be/dA3duO4a0O4" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Nissan[<sup>5</sup>](#footnotes)|Altima 2019-20, 2024|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan B connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Altima 2019-20, 2024">Buy Here</a></sub></details>|||
-|Nissan[<sup>5</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Nissan[<sup>5</sup>](#footnotes)|Leaf 2018-23|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Leaf 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/vaMbtAh_0cY" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Nissan[<sup>5</sup>](#footnotes)|Rogue 2018-20|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan Rogue 2018-20">Buy Here</a></sub></details>|||
 |Nissan[<sup>5</sup>](#footnotes)|X-Trail 2017|ProPILOT Assist|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 Nissan A connector<br>- 1 OBD-C cable (2 ft)<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Nissan X-Trail 2017">Buy Here</a></sub></details>|||
 |Ram|1500 2019-24|Adaptive Cruise Control (ACC)|Stock|32 mph|1 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Ram connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 1500 2019-24">Buy Here</a></sub></details>|||
 |Ram|2500 2020-24|Adaptive Cruise Control (ACC)|Stock|0 mph|36 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Ram connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 2500 2020-24">Buy Here</a></sub></details>|||
 |Ram|3500 2019-22|Adaptive Cruise Control (ACC)|Stock|0 mph|36 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Ram connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Ram 3500 2019-22">Buy Here</a></sub></details>|||
-|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|Rivian|R1S 2025|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2025">Buy Here</a></sub></details>|||
-|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>|
-|Rivian|R1T 2025|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2025">Buy Here</a></sub></details>|||
-|SEAT[<sup>11</sup>](#footnotes)|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
-|SEAT[<sup>11</sup>](#footnotes)|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
+|Rivian|R1S 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1S 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|Rivian|R1T 2022-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Rivian A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Rivian R1T 2022-24">Buy Here</a></sub></details>||<a href="https://youtu.be/uaISd1j7Z4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>|
+|SEAT|Ateca 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Ateca 2016-23">Buy Here</a></sub></details>|||
+|SEAT|Leon 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=SEAT Leon 2014-20">Buy Here</a></sub></details>|||
 |Subaru|Ascent 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Ascent 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Subaru|Crosstrek 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Subaru|Crosstrek 2020-23|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Crosstrek 2020-23">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
 |Subaru|Forester 2017-18|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2017-18">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
 |Subaru|Forester 2019-21|All[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Forester 2019-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
@@ -252,17 +247,17 @@ A supported vehicle is one that just works when you install a comma device. All
 |Subaru|Outback 2015-17|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2015-17">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
 |Subaru|Outback 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
 |Subaru|Outback 2020-22|All[<sup>6</sup>](#footnotes)|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru B connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru Outback 2020-22">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Subaru|XV 2018-19|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-empty.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2018-19">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|<a href="https://youtu.be/Agww7oE1k-s?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Subaru|XV 2020-21|EyeSight Driver Assistance[<sup>6</sup>](#footnotes)|openpilot available[<sup>1,7</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Subaru A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Subaru XV 2020-21">Buy Here</a></sub></details><details><summary>Tools</summary><sub>- 1 Pry Tool<br>- 1 Socket Wrench 8mm or 5/16" (deep)</sub></details>|||
-|Škoda|Fabia 2022-23[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Škoda|Kamiq 2021-23[<sup>12,14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Škoda[<sup>11</sup>](#footnotes)|Karoq 2019-23[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
-|Škoda[<sup>11</sup>](#footnotes)|Kodiaq 2017-23[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
-|Škoda[<sup>11</sup>](#footnotes)|Octavia 2015-19[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
-|Škoda[<sup>11</sup>](#footnotes)|Octavia RS 2016[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
-|Škoda[<sup>11</sup>](#footnotes)|Octavia Scout 2017-19[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
-|Škoda|Scala 2020-23[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Škoda[<sup>11</sup>](#footnotes)|Superb 2015-22[<sup>14</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
+|Škoda|Fabia 2022-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Fabia 2022-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Kamiq 2021-23[<sup>11,13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kamiq 2021-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Karoq 2019-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Karoq 2019-23">Buy Here</a></sub></details>|||
+|Škoda|Kodiaq 2017-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Kodiaq 2017-23">Buy Here</a></sub></details>|||
+|Škoda|Octavia 2015-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia 2015-19">Buy Here</a></sub></details>|||
+|Škoda|Octavia RS 2016[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia RS 2016">Buy Here</a></sub></details>|||
+|Škoda|Octavia Scout 2017-19[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Octavia Scout 2017-19">Buy Here</a></sub></details>|||
+|Škoda|Scala 2020-23[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Scala 2020-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Škoda|Superb 2015-22[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Škoda Superb 2015-22">Buy Here</a></sub></details>|||
 |Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW3) 2019-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW3) 2019-23">Buy Here</a></sub></details>|||
 |Tesla[<sup>9</sup>](#footnotes)|Model 3 (with HW4) 2024-25[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla B connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model 3 (with HW4) 2024-25">Buy Here</a></sub></details>|||
 |Tesla[<sup>9</sup>](#footnotes)|Model Y (with HW3) 2020-23[<sup>8</sup>](#footnotes)|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Tesla A connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Tesla Model Y (with HW3) 2020-23">Buy Here</a></sub></details>|||
@@ -279,78 +274,78 @@ A supported vehicle is one that just works when you install a comma device. All
 |Toyota|C-HR 2021|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR 2021">Buy Here</a></sub></details>|||
 |Toyota|C-HR Hybrid 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2017-20">Buy Here</a></sub></details>|||
 |Toyota|C-HR Hybrid 2021-22|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota C-HR Hybrid 2021-22">Buy Here</a></sub></details>|||
-|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Camry 2018-20|All|Stock|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=fkcjviZY9CM" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Camry 2021-24|All|openpilot|0 mph[<sup>10</sup>](#footnotes)|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry 2021-24">Buy Here</a></sub></details>|||
-|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Camry Hybrid 2018-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=Q2DYY0AWKgk" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Camry Hybrid 2021-24|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Camry Hybrid 2021-24">Buy Here</a></sub></details>|||
 |Toyota|Corolla 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2017-19">Buy Here</a></sub></details>|||
-|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Corolla 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla 2020-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Corolla Cross (Non-US only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross (Non-US only) 2020-23">Buy Here</a></sub></details>|||
 |Toyota|Corolla Cross Hybrid (Non-US only) 2020-22|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Cross Hybrid (Non-US only) 2020-22">Buy Here</a></sub></details>|||
-|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Corolla Hatchback 2019-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hatchback 2019-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=_66pXk0CBYA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Corolla Hybrid 2020-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid 2020-22">Buy Here</a></sub></details>|||
 |Toyota|Corolla Hybrid (South America only) 2020-23|All|openpilot|17 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Corolla Hybrid (South America only) 2020-23">Buy Here</a></sub></details>|||
-|Toyota|Highlander 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Highlander 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2017-19">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=0wS0wXSLzoo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Highlander 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander 2020-23">Buy Here</a></sub></details>|||
 |Toyota|Highlander Hybrid 2017-19|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2017-19">Buy Here</a></sub></details>|||
 |Toyota|Highlander Hybrid 2020-23|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Highlander Hybrid 2020-23">Buy Here</a></sub></details>|||
 |Toyota|Mirai 2021|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Mirai 2021">Buy Here</a></sub></details>|||
-|Toyota|Prius 2016|Toyota Safety Sense P|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|Prius 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|Prius Prime 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|Prius 2016|Toyota Safety Sense P|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2016">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius Prime 2017-20|All|Stock|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2017-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=8zopPJI8XQ0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Prius Prime 2021-22|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius Prime 2021-22">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=J58TvCpUd4U" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|Prius v 2017|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Prius v 2017">Buy Here</a></sub></details>|||
 |Toyota|RAV4 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2016">Buy Here</a></sub></details>|||
 |Toyota|RAV4 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2017-18">Buy Here</a></sub></details>|||
-|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|RAV4 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2019-21">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=wJxjDd42gGA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|RAV4 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2022">Buy Here</a></sub></details>|||
 |Toyota|RAV4 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 2023-25">Buy Here</a></sub></details>|||
-|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|RAV4 Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
+|Toyota|RAV4 Hybrid 2016|Toyota Safety Sense P|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2016">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 2017-18|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2017-18">Buy Here</a></sub></details>|<a href="https://youtu.be/LhT5VzJVfNI?t=26" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
 |Toyota|RAV4 Hybrid 2019-21|All|openpilot|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2019-21">Buy Here</a></sub></details>|||
-|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Toyota|Sienna 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg" /></a>||
-|Volkswagen[<sup>11</sup>](#footnotes)|Jetta 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2019-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen|Passat 2015-22[<sup>13</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
-|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>16</sup>](#footnotes)|||
-|Volkswagen[<sup>11</sup>](#footnotes)|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
-|Volkswagen[<sup>11</sup>](#footnotes)|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,15</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
+|Toyota|RAV4 Hybrid 2022|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2022">Buy Here</a></sub></details>|<a href="https://youtu.be/U0nH9cnrFB0" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|RAV4 Hybrid 2023-25|All|openpilot available[<sup>1</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota RAV4 Hybrid 2023-25">Buy Here</a></sub></details>|<a href="https://youtu.be/4eIsEq4L4Ng" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Toyota|Sienna 2018-20|All|Stock|19 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 Toyota A connector<br>- 1 comma four<br>- 1 comma power v3<br>- 1 harness box<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Toyota Sienna 2018-20">Buy Here</a></sub></details>|<a href="https://www.youtube.com/watch?v=q1UPOo4Sh68" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon 2018-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon eHybrid 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon eHybrid 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon R 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon R 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Arteon Shooting Brake 2020-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Arteon Shooting Brake 2020-23">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Atlas 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas 2018-23">Buy Here</a></sub></details>|||
+|Volkswagen|Atlas Cross Sport 2020-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Atlas Cross Sport 2020-22">Buy Here</a></sub></details>|||
+|Volkswagen|California 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen California 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Caravelle 2020|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Caravelle 2020">Buy Here</a></sub></details>|||
+|Volkswagen|CC 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen CC 2018-22">Buy Here</a></sub></details>|<a href="https://youtu.be/FAomFKPFlDA" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Crafter 2017-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Crafter 2017-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|e-Crafter 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Crafter 2018-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|e-Golf 2014-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen e-Golf 2014-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf Alltrack 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf Alltrack 2015-19">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTD 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTD 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTE 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTE 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Golf GTI 2015-21|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-empty.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf GTI 2015-21">Buy Here</a></sub></details>|||
+|Volkswagen|Golf R 2015-19|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf R 2015-19">Buy Here</a></sub></details>|||
+|Volkswagen|Golf SportsVan 2015-20|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Golf SportsVan 2015-20">Buy Here</a></sub></details>|||
+|Volkswagen|Grand California 2019-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|31 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Grand California 2019-24">Buy Here</a></sub></details>|<a href="https://youtu.be/4100gLeabmo" target="_blank"><img height="18px" src="assets/icon-youtube.svg"></img></a>||
+|Volkswagen|Jetta 2019-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta 2019-23">Buy Here</a></sub></details>|||
+|Volkswagen|Jetta GLI 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Jetta GLI 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Passat 2015-22[<sup>12</sup>](#footnotes)|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Passat Alltrack 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat Alltrack 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Passat GTE 2015-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Passat GTE 2015-22">Buy Here</a></sub></details>|||
+|Volkswagen|Polo 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|Polo GTI 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Polo GTI 2018-23">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|T-Cross 2021|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Cross 2021">Buy Here</a></sub></details>[<sup>15</sup>](#footnotes)|||
+|Volkswagen|T-Roc 2018-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen T-Roc 2018-23">Buy Here</a></sub></details>|||
+|Volkswagen|Taos 2022-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Taos 2022-24">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont 2018-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont 2018-22">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont Cross Sport 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont Cross Sport 2021-22">Buy Here</a></sub></details>|||
+|Volkswagen|Teramont X 2021-22|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Teramont X 2021-22">Buy Here</a></sub></details>|||
+|Volkswagen|Tiguan 2018-24|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan 2018-24">Buy Here</a></sub></details>|||
+|Volkswagen|Tiguan eHybrid 2021-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Tiguan eHybrid 2021-23">Buy Here</a></sub></details>|||
+|Volkswagen|Touran 2016-23|Adaptive Cruise Control (ACC) & Lane Assist|openpilot available[<sup>1,14</sup>](#footnotes)|0 mph|0 mph|[![star](assets/icon-star-full.svg)](##)|[![star](assets/icon-star-full.svg)](##)|<details><summary>Parts</summary><sub>- 1 OBD-C cable (2 ft)<br>- 1 VW J533 connector<br>- 1 comma four<br>- 1 harness box<br>- 1 long OBD-C cable (9.5 ft)<br>- 1 mount<br><a href="https://comma.ai/shop/comma-3x?harness=Volkswagen Touran 2016-23">Buy Here</a></sub></details>|||
 
 ### Footnotes
-<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `nightly-dev`. <br />
+<sup>1</sup>openpilot Longitudinal Control (Alpha) is available behind a toggle; the toggle is only available in non-release branches such as `devel` or `nightly-dev`. <br />
 <sup>2</sup>Refers only to the Focus Mk4 (C519) available in Europe/China/Taiwan/Australasia, not the Focus Mk3 (C346) in North and South America/Southeast Asia. <br />
 <sup>3</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/gm" target="_blank">GM</a>. <br />
 <sup>4</sup>2019 Honda Civic 1.6L Diesel Sedan does not have ALC below 12mph. <br />
@@ -360,12 +355,11 @@ A supported vehicle is one that just works when you install a comma device. All
 <sup>8</sup>Some 2023 model years have HW4. To check which hardware type your vehicle has, look for <b>Autopilot computer</b> under <b>Software -> Additional Vehicle Information</b> on your vehicle's touchscreen. See <a href="https://www.notateslaapp.com/news/2173/how-to-check-if-your-tesla-has-hardware-4-ai4-or-hardware-3">this page</a> for more information. <br />
 <sup>9</sup>See more setup details for <a href="https://github.com/commaai/openpilot/wiki/tesla" target="_blank">Tesla</a>. <br />
 <sup>10</sup>openpilot operates above 28mph for Camry 4CYL L, 4CYL LE and 4CYL SE which don't have Full-Speed Range Dynamic Radar Cruise Control. <br />
-<sup>11</sup>The J533 harness plugs in at the CAN gateway under the dashboard, just above the steering column. More information can be found at <a href="https://docs.howtocomma.com/docs/j533-harness-install" target="_blank">this guide</a>. <br />
-<sup>12</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
-<sup>13</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
-<sup>14</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma four functionality. <br />
-<sup>15</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
-<sup>16</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
+<sup>11</sup>Not including the China market Kamiq, which is based on the (currently) unsupported PQ34 platform. <br />
+<sup>12</sup>Refers only to the MQB-based European B8 Passat, not the NMS Passat in the USA/China/Mideast markets. <br />
+<sup>13</sup>Some Škoda vehicles are equipped with heated windshields, which are known to block GPS signal needed for some comma four functionality. <br />
+<sup>14</sup>Only available for vehicles using a gateway (J533) harness. At this time, vehicles using a camera harness are limited to using stock ACC. <br />
+<sup>15</sup>Model-years 2022 and beyond may have a combined CAN gateway and BCM, which is supported by openpilot in software, but doesn't yet have a harness available from the comma store. <br />
 
 ## Community Maintained Cars
 Although they're not upstream, the community has openpilot running on other makes and models. See the 'Community Supported Models' section of each make [on our wiki](https://wiki.comma.ai/).

docs/CONTRIBUTING.md

@@ -13,13 +13,13 @@ Development is coordinated through [Discord](https://discord.comma.ai) and GitHu
 ## What contributions are we looking for?
 
 **openpilot's priorities are [safety](SAFETY.md), stability, quality, and features, in that order.**
-openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal.
+openpilot is part of comma's mission to *solve self-driving cars while delivering shippable intermediaries*, and all development is towards that goal. 
 
 ### What gets merged?
 
 The probability of a pull request being merged is a function of its value to the project and the effort it will take us to get it merged.
 If a PR offers *some* value but will take lots of time to get merged, it will be closed.
-Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged.
+Simple, well-tested bug fixes are the easiest to merge, and new features are the hardest to get merged. 
 
 All of these are examples of good PRs:
 * typo fix: https://github.com/commaai/openpilot/pull/30678
@@ -29,17 +29,17 @@ All of these are examples of good PRs:
 
 ### What doesn't get merged?
 
-* **style changes**: code is art, and it's up to the author to make it beautiful
+* **style changes**: code is art, and it's up to the author to make it beautiful 
 * **500+ line PRs**: clean it up, break it up into smaller PRs, or both
 * **PRs without a clear goal**: every PR must have a singular and clear goal
 * **UI design**: we do not have a good review process for this yet
 * **New features**: We believe openpilot is mostly feature-complete, and the rest is a matter of refinement and fixing bugs. As a result of this, most feature PRs will be immediately closed, however the beauty of open source is that forks can and do offer features that upstream openpilot doesn't.
-* **Negative expected value**: This is a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
+* **Negative expected value**: This a class of PRs that makes an improvement, but the risk or validation costs more than the improvement. The risk can be mitigated by first getting a failing test merged.
 
 ### First contribution
 
 [Projects / openpilot bounties](https://github.com/orgs/commaai/projects/26/views/1?pane=info) is the best place to get started and goes in-depth on what's expected when working on a bounty.
-There are a lot of bounties that don't require a comma four or a car.
+There's lot of bounties that don't require a comma 3X or a car.
 
 ## Pull Requests
 

docs/DEVELOPMENT.md

@@ -1,24 +0,0 @@
-# Docs development
-
-The `docs/` tree is the source for [docs.comma.ai](https://docs.comma.ai).
-The site is updated on pushes to master by this [workflow](../.github/workflows/docs.yaml).
-
-Those commands must be run in the root directory of openpilot, **not /docs**
-
-**1. Install the docs dependencies**
-``` bash
-uv pip install .[docs]
-```
-
-**2. Build the new site**
-``` bash
-docs build
-```
-
-**3. Run the new site locally**
-``` bash
-docs serve
-```
-
-References:
-* https://zensical.org/docs/

docs/README.md

@@ -0,0 +1,26 @@
+# openpilot docs
+
+This is the source for [docs.comma.ai](https://docs.comma.ai).
+The site is updated on pushes to master by this [workflow](../.github/workflows/docs.yaml).
+
+## Development
+NOTE: Those commands must be run in the root directory of openpilot, **not /docs**
+
+**1. Install the docs dependencies**
+``` bash
+pip install .[docs]
+```
+
+**2. Build the new site**
+``` bash
+mkdocs build
+```
+
+**3. Run the new site locally**
+``` bash
+mkdocs serve
+```
+
+References:
+* https://www.mkdocs.org/getting-started/
+* https://github.com/ntno/mkdocs-terminal

docs/assets/comma-logo.png

@@ -1 +0,0 @@
-../../selfdrive/assets/icons_mici/settings/comma_icon.png

docs/car-porting/brand-port.md

@@ -0,0 +1,5 @@
+# Developing a car brand port
+
+A brand port is a port of openpilot to a substantially new car brand or platform within a brand.
+
+Here's an example of one: https://github.com/commaai/openpilot/pull/23331.

docs/car-porting/car-state-signals.md

@@ -0,0 +1,65 @@
+# CarState signals
+
+## Required for basic lateral control
+
+* `brakePressed`
+* `cruiseState`
+* `doorOpen`
+* `espDisabled`
+* `gasPressed`
+* `gearShifter`
+* `leftBlinker` / `rightBlinker`
+* `seatbeltUnlatched`
+* `standstill`
+* `steeringAngleDeg`
+* `steeringPressed`
+* `steeringTorque`
+* `steerFaultPermanent`
+* `steerFaultTemporary`
+* `vCruise`
+* `wheelSpeeds.[fl|fr|rl|rr]`: Speed of each of the car's four wheels, in m/s. The car's CAN bus often broadcasts the
+speed in kph, so the helper function `parse_wheel_speeds` performs this conversion by default.
+
+## Recommended / Required for openpilot longitudinal control
+
+* `accFaulted`
+* `espActive`
+* `parkingBrake`
+
+## Application Dependent
+
+* `blockPcmEnable`
+* `buttonEnable`
+* `brakeHoldActive`
+* `carFaultedNonCritical`
+* `invalidLkasSetting`
+* `lowSpeedAlert`
+* `regenBraking`
+* `steeringAngleOffsetDeg`
+* `steeringDisengage`
+* `steeringTorqueEps`
+* `stockLkas`
+* `vCruiseCluster`
+* `vEgoCluster`
+* `vehicleSensorsInvalid`
+
+## Automatically populated
+
+* `buttonEvents`
+
+These values are populated automatically by `parse_wheel_speeds`:
+
+* `aEgo`: Acceleration of the ego vehicle, Kalman filtered derivative of `vEgo`.
+* `vEgo`: Speed of the ego vehicle, Kalman filtered from `vEgoRaw`.
+* `vEgoRaw`: Speed of the ego vehicle, based on the average of all four wheel speeds, unfiltered.
+
+## Optional
+
+* `brake`
+* `charging`
+* `fuelGauge`
+* `leftBlindspot` / `rightBlindspot`
+* `steeringRateDeg`
+* `stockAeb`
+* `stockFcw`
+* `yawRate`

docs/car-porting/model-port.md

@@ -0,0 +1,5 @@
+# Developing a car model port
+
+A model port is a port of openpilot to a new car model within an already supported brand. Model ports are easier than brand ports because the car's existing APIs are already known.
+
+Here's an example of one: https://github.com/commaai/openpilot/pull/30672/.

docs/car-porting/reverse-engineering.md

@@ -0,0 +1,85 @@
+# Stimulus-Response Tests
+
+These are example test drives that can help identify the CAN bus messaging necessary for ADAS control. Each scripted
+test should be done in a separate route (ignition cycle). These tests are a guide, not necessarily exhaustive.
+
+While testing, constant power to the comma device is highly recommended, using [comma power](https://comma.ai/shop/comma-power) if
+necessary to make sure all test activity is fully captured and for ease of uploading. If constant power isn't
+available, keep the ignition on for at least one minute after your test to make sure power loss doesn't result
+in loss of the last minute of testing data.
+
+## Stationary ignition-only tests, part 1
+
+1. Ignition on, but don't start engine, remain in Park
+2. Open and close each door in a defined order: driver, passenger, rear left, rear right
+3. Re-enter the vehicle, close the driver's door, and fasten the driver's seatbelt
+4. Slowly press and release the accelerator pedal 3 times
+5. Slowly press and release the brake pedal 3 times
+6. Hold the brake and move the gearshift to reverse, then neutral, then drive, then sport/eco/etc if applicable
+7. Return to Park, ignition off
+
+Brake-pressed information may show up in several messages and signals, both as on/off states and as a percentage or
+pressure. It may reflect a switch on the driver's brake pedal, or a pressure-threshold state, or signals to turn on
+the rear brake lights. Start by identifying all the potential signals, and confirm while driving with ACC later.
+
+Locate signals for all four door states if possible, but some cars only expose the driver's door state on the ADAS bus.
+Driver/passenger door signals may or may not change positions for LHD vs RHD cars. For cars where only the driver's
+door signal is available, the same signal may follow the driver.
+
+## Stationary ignition-only tests, part 2
+
+1. Ignition on, but don't start engine, remain in Park
+2. Press each ACC button in a defined order: main switch on/off, set, resume, cancel, accel, decel, gap adjust
+3. Set the left turn signal for about five seconds
+4. Operate the left turn signal one time in its touch-to-pass mode
+5. Set the right turn signal for about five seconds
+6. Operate the right turn signal one time in its touch-to-pass mode
+7. Set the hazard / emergency indicator switch for about five seconds
+8. Ignition off
+
+Your vehicle may have a momentary-press main ACC switch or a physical toggle that remains set. Actual ACC engagement
+isn't necessary for purposes of detecting the ACC button presses.
+
+## Steering angle and steering torque tests
+
+Power steering should be available. On ICE cars, engine RPM may be present.
+
+1. Ignition on, start engine if applicable, remain in Park
+2. Rotate the steering wheel as follows, with a few seconds pause between each step
+   * Start as close to exact center as possible
+   * Turn to 45 degrees right and hold
+   * Turn to 90 degrees right and hold
+   * Turn to 180 degrees right and hold
+   * Turn to full lock right and hold, with firm pressure against lock
+   * Release the wheel and allow it to bounce back slightly from lock
+   * Turn to 180 degrees left and hold
+   * Return to center and release
+3. Ignition off
+
+Performing the full test to the right, followed by an abbreviated test to the left, helps give additional confirmation
+of signal scale, and sign/direction for both the steering wheel angle and driver input torque signals.
+
+## Low speed / parking lot driving tests
+
+Before this test, drive to a place like an empty parking lot where you are free to drive in a series of curves.
+
+1. Ignition on, start engine if applicable, prepare to drive
+2. Slowly (10-20mph at most) drive a figure-8 if possible, or at least one sharp left and one sharp right.
+3. Come to a complete stop
+4. When and where safe, drive in reverse for a short distance (10-15 feet)
+5. Park the car in a safe place, ignition off
+
+## High speed / highway driving tests
+
+Select a place and time where you can safely set cruise control at normal travel speeds with little interference from
+traffic ahead, and safely test the response of your factory lane guidance system.
+
+1. Ignition on, start engine if applicable, prepare to drive
+2. When safely able, engage adaptive cruise control below 50 mph
+3. When safely able, use the ACC buttons to accelerate to 50mph, then 55mph, then 60mph
+4. Disengage adaptive cruise
+5. When safely able, allow your factory lane guidance to prevent lane departures, 2-3 times on both the left and right
+
+The series of setpoints can be adjusted to local traffic regulations, and of course metric units. The specific cruise
+setpoints are useful for locating the ACC HUD signals later, and confirming their precise scaling. When the car reaches
+and holds the setpoint, that can also provide additional confirmation of wheel speed scaling.

docs/car-porting/what-is-a-car-port.md

@@ -8,7 +8,7 @@ A car port enables openpilot support on a particular car. Each car model openpil
 
 # Structure of a car port
 
-All car-specific code is contained in the [opendbc](https://github.com/commaai/opendbc) project.
+Virtually all car-specific code is contained in two other repositories: [opendbc](https://github.com/commaai/opendbc) and [panda](https://github.com/commaai/panda).
 
 ## opendbc
 
@@ -21,10 +21,10 @@ Each car brand is supported by a standard interface structure in `opendbc/car/[b
 * `values.py`: Limits for actuation, general constants for cars, and supported car documentation
 * `radar_interface.py`: Interface for parsing radar points from the car, if applicable
 
-## safety
+## panda
 
-* `opendbc/safety/modes/[brand].h`: Brand-specific safety logic
-* `opendbc/safety/tests/test_[brand].py`: Brand-specific safety CI tests
+* `board/safety/safety_[brand].h`: Brand-specific safety logic
+* `tests/safety/test_[brand].py`: Brand-specific safety CI tests
 
 ## openpilot
 
@@ -32,20 +32,8 @@ For historical reasons, openpilot still contains a small amount of car-specific
 
 * `selfdrive/car/car_specific.py`: Brand-specific event logic
 
-# How do I port car?
+# Overview
 
 [Jason Young](https://github.com/jyoung8607) gave a talk at COMMA_CON with an overview of the car porting process. The talk is available on YouTube:
 
 https://www.youtube.com/watch?v=XxPS5TpTUnI
-
-## Brand Port
-
-A brand port is a port of openpilot to a substantially new car brand or platform within a brand.
-
-Here's an example of one: https://github.com/commaai/openpilot/pull/23331.
-
-## Model Port
-
-A model port is a port of openpilot to a new car model within an already supported brand. Model ports are easier than brand ports because the car's existing APIs are already known.
-
-Here's an example of one: https://github.com/commaai/openpilot/pull/30672/.

docs/concepts/glossary.md

@@ -1,3 +1,9 @@
 # openpilot glossary
 
-{{GLOSSARY_DEFINITIONS}}
+* **onroad**: openpilot's system state while ignition is on
+* **offroad**: openpilot's system state while ignition is off
+* **route**: a route is a recording of an onroad session
+* **segment**: routes are split into one minute chunks called segments.
+* **comma connect**: the web viewer for all your routes; check it out at [connect.comma.ai](https://connect.comma.ai).
+* **panda**: this is the secondary processor on the device that implements the functional safety and directly talks to the car over CAN. See the [panda repo](https://github.com/commaai/panda).
+* **comma 3X**: the latest hardware by comma.ai for running openpilot. more info at [comma.ai/shop](https://comma.ai/shop).

docs/concepts/logs.md

@@ -6,9 +6,9 @@ Check out our [Python library](https://github.com/commaai/openpilot/blob/master/
 
 For each segment, openpilot records the following log types:
 
-## rlog.zst
+## rlog.bz2
 
-rlogs contain all the messages passed amongst openpilot's processes. See [cereal/services.py](https://github.com/commaai/openpilot/blob/master/cereal/services.py) for a list of all the logged services. They're a zstd archive of the serialized [Cap’n Proto](https://capnproto.org/) messages.
+rlogs contain all the messages passed amongst openpilot's processes. See [cereal/services.py](https://github.com/commaai/cereal/blob/master/services.py) for a list of all the logged services. They're a bzip2 archive of the serialized capnproto messages.
 
 ## {f,e,d}camera.hevc
 
@@ -18,10 +18,12 @@ Each camera stream is H.265 encoded and written to its respective file.
 * `ecamera.hevc` is the wide road camera
 * `dcamera.hevc` is the driver camera
 
-## qlog.zst & qcamera.ts
+## qlog.bz2 & qcamera.ts
 
 qlogs are a decimated subset of the rlogs. Check out [cereal/services.py](https://github.com/commaai/cereal/blob/master/services.py) for the decimation.
 
+
 qcameras are H.264 encoded, lower res versions of the fcamera.hevc. The video shown in [comma connect](https://connect.comma.ai/) is from the qcameras.
 
-qlogs and qcameras are designed to be small enough to upload instantly on slow internet, yet useful enough for most analysis and debugging.
+
+qlogs and qcameras are designed to be small enough to upload instantly on slow internet and store forever, yet useful enough for most analysis and debugging.

docs/contributing/feedback.md

@@ -1,36 +0,0 @@
-# How to Give Feedback
-
-Feedback is one of the highest leverage ways to contribute to openpilot as a user.
-
-## Driving
-
-Got feedback about how your car drives?
-Join the community Discord, then use the form in `#submit-feedback`.
-
-Before posting feedback, please ensure:
-
-- **openpilot is up to date** you should be on the latest openpilot release or nightly
-- **both road-facing cameras have a clear view** your windshield is clean, lenses are clean, etc.
-- **your device is mounted properly** your device must be mounted horizontally center and relatively high on the windshield
-
-## Driver Monitoring
-
-If you find DM annoying while being perfectly attentive, these are likely false positives and we want to fix them!
-In general, driver monitoring feedback is very actionable, and we can fix your complaint within a release cycle.
-
-To post your feedback:
-
-1. Join the [community Discord](https://discord.comma.ai).
-2. If driver camera recording is toggled off, temporarily enable driver camera recording in the settings until you reproduce the issue.
-3. Using comma connect, identify the relevant segment and upload the segment's logs and driver camera.
-4. Post the segment in the `#openpilot-experience` channel on Discord with a good description.
-
-Before posting feedback, please ensure:
-
-- **openpilot is up to date** you should be on the latest openpilot release or nightly
-- **the driver camera has a clear view of the driver** ensure nothing blocks view of the driver (e.g. a cable), the lens is clean, etc.
-- **your device is mounted properly** your device must be mounted horizontally center and relatively high on the windshield
-
-## Other bugs
-
-Got an issue with something else? Open an issue on our [GitHub issue tracker](https://github.com/commaai/openpilot/issues/new/choose).

docs/contributing/roadmap.md

@@ -7,11 +7,25 @@ This is the roadmap for the next major openpilot releases. Also check out
 * [Bounties](https://comma.ai/bounties) for paid individual issues
 * [#current-projects](https://discord.com/channels/469524606043160576/1249579909739708446) in Discord for discussion on work-in-progress projects
 
+## openpilot 0.10
+
+openpilot 0.10 will be the first release with a driving policy trained in
+a [learned simulator](https://youtu.be/EqQNZXqzFSI).
+
+* Driving model trained in a learned simulator
+* Always-on driver monitoring (behind a toggle)
+* GPS removed from the driving stack
+* 100KB qlogs
+* `nightly` pushed after 1000 hours of hardware-in-the-loop testing
+* Car interface code moved into [opendbc](https://github.com/commaai/opendbc)
+* openpilot on PC for Linux x86, Linux arm64, and Mac (Apple Silicon)
+
 ## openpilot 1.0
 
 openpilot 1.0 will feature a fully end-to-end driving policy.
 
 * End-to-end longitudinal control in Chill mode
+* Automatic Emergency Braking (AEB)
 * Driver monitoring with sleep detection
 * Rolling updates/releases pushed out by CI
 * [panda safety 1.0](https://github.com/orgs/commaai/projects/27)

docs/css/tooltip.css

@@ -0,0 +1,44 @@
+[data-tooltip] {
+  position: relative;
+  display: inline-block;
+  border-bottom: 1px dotted black;
+}
+
+[data-tooltip] .tooltip-content {
+  width: max-content;
+  max-width: 25em;
+  position: absolute;
+  top: 100%;
+  left: 50%;
+  transform: translateX(-50%);
+  background-color: white;
+  color: #404040;
+  box-shadow: 0 4px 14px 0 rgba(0,0,0,.2), 0 0 0 1px rgba(0,0,0,.05);
+  padding: 10px;
+  font: 14px/1.5 Lato, proxima-nova, Helvetica Neue, Arial, sans-serif;
+  text-decoration: none;
+  opacity: 0;
+  visibility: hidden;
+  transition: opacity 0.1s, visibility 0s;
+  z-index: 1000;
+  pointer-events: none; /* Prevent accidental interaction */
+}
+
+[data-tooltip]:hover .tooltip-content {
+  opacity: 1;
+  visibility: visible;
+  pointer-events: auto; /* Allow interaction when visible */
+}
+
+.tooltip-content .tooltip-glossary-link {
+  display: inline-block;
+  margin-top: 8px;
+  font-size: 12px;
+  color: #007bff;
+  text-decoration: none;
+}
+
+.tooltip-content .tooltip-glossary-link:hover {
+  color: #0056b3;
+  text-decoration: underline;
+}

docs/ext/glossary.py

@@ -1,216 +0,0 @@
-import posixpath
-import re
-import tomllib
-import xml.etree.ElementTree as ET
-from pathlib import Path
-
-from markdown.extensions import Extension
-from markdown.preprocessors import Preprocessor
-from markdown.treeprocessors import Treeprocessor
-
-from zensical.extensions.links import LinksProcessor
-
-GlossaryTerm = tuple[str, re.Pattern[str], str]
-
-GLOSSARY_FILE = Path(__file__).with_name("glossary.toml")
-GLOSSARY_PAGE = "concepts/glossary.md"
-GLOSSARY_PLACEHOLDER = "{{GLOSSARY_DEFINITIONS}}"
-
-SKIP_TAGS = {
-  "a",
-  "code",
-  "h1",
-  "h2",
-  "h3",
-  "h4",
-  "h5",
-  "h6",
-  "kbd",
-  "pre",
-  "script",
-  "style",
-}
-
-def clean_tooltip(description: str) -> str:
-  text = re.sub(r"\[([^\]]+)]\([^)]+\)", r"\1", description)
-  text = re.sub(r"`([^`]+)`", r"\1", text)
-  text = re.sub(r"[*_~]", "", text)
-  return re.sub(r"\s+", " ", text).strip()
-
-
-def load_glossary() -> tuple[list[GlossaryTerm], str]:
-  with GLOSSARY_FILE.open("rb") as f:
-    glossary_data = tomllib.load(f).get("glossary", {})
-
-  glossary: list[GlossaryTerm] = []
-  rendered = []
-  for key, value in glossary_data.items():
-    label = str(key).strip().replace("_", " ")
-    description = str(value).strip()
-    if not description:
-      continue
-
-    slug = label.replace(" ", "-").replace("_", "-").lower()
-    glossary.append((slug, re.compile(rf"(?<!\w){re.escape(label)}(?!\w)", re.IGNORECASE), clean_tooltip(description)))
-    rendered.append(f'* <span id="{slug}"></span>**{label}**: {description}')
-
-  return glossary, "\n".join(rendered)
-
-
-class GlossaryPreprocessor(Preprocessor):
-  def __init__(self, md, glossary: str):
-    super().__init__(md)
-    self.glossary = glossary
-
-  def run(self, lines: list[str]) -> list[str]:
-    markdown = "\n".join(lines)
-    if GLOSSARY_PLACEHOLDER not in markdown:
-      return lines
-    return markdown.replace(GLOSSARY_PLACEHOLDER, self.glossary).splitlines()
-
-
-class GlossaryTreeprocessor(Treeprocessor):
-  def __init__(self, md, glossary: list[GlossaryTerm]):
-    super().__init__(md)
-    self.glossary = glossary
-    self.seen: set[str] = set()
-
-  def run(self, root: ET.Element) -> None:
-    at = self.md.treeprocessors.get_index_for_name("zrelpath")
-    processor = self.md.treeprocessors[at]
-    if not isinstance(processor, LinksProcessor):
-      raise TypeError("Links processor not registered")
-    if processor.path == GLOSSARY_PAGE:
-      return
-
-    self.seen.clear()
-    glossary_href = f"{posixpath.relpath(GLOSSARY_PAGE, posixpath.dirname(processor.path) or '.')}#"
-    self._walk(root, glossary_href)
-
-  def _walk(self, element: ET.Element, glossary_href: str) -> None:
-    if element.tag in SKIP_TAGS or element.attrib.get("data-glossary-skip") is not None:
-      return
-
-    self._replace(element, glossary_href)
-
-    idx = 0
-    while idx < len(element):
-      child = element[idx]
-      self._walk(child, glossary_href)
-      idx = self._replace(element, glossary_href, idx) + 1
-
-  def _replace(self, parent: ET.Element, glossary_href: str, index: int | None = None) -> int:
-    child = None if index is None else parent[index]
-    text = parent.text if child is None else child.tail
-    pieces = self._pieces(text or "", glossary_href)
-    if not pieces:
-      return -1 if index is None else index
-
-    if child is None:
-      parent.text = pieces[0] if isinstance(pieces[0], str) else ""
-      # Insert replacements for parent.text before the first existing child.
-      insert_at = -1
-    else:
-      assert index is not None
-      child.tail = pieces[0] if isinstance(pieces[0], str) else ""
-      insert_at = index
-
-    start = 1 if isinstance(pieces[0], str) else 0
-    previous = child
-
-    for piece in pieces[start:]:
-      if isinstance(piece, str):
-        previous.tail = (previous.tail or "") + piece
-        continue
-
-      insert_at += 1
-      parent.insert(insert_at, piece)
-      previous = piece
-
-    return insert_at
-
-  def _pieces(self, text: str, glossary_href: str) -> list[str | ET.Element]:
-    if not text.strip():
-      return []
-
-    pieces: list[str | ET.Element] = []
-    cursor = 0
-
-    while True:
-      best = None
-      for slug, pattern, tooltip in self.glossary:
-        if slug in self.seen:
-          continue
-
-        found = pattern.search(text, cursor)
-        if found is None:
-          continue
-
-        candidate = (slug, tooltip, found.start(), found.end())
-        if best is None:
-          best = candidate
-          continue
-
-        _, _, best_start, best_end = best
-        _, _, current_start, current_end = candidate
-        if current_start < best_start:
-          best = candidate
-          continue
-
-        if current_start == best_start and current_end - current_start > best_end - best_start:
-          best = candidate
-
-      if best is None:
-        break
-
-      slug, tooltip, start, end = best
-      if start > cursor:
-        pieces.append(text[cursor:start])
-
-      link = ET.Element(
-        "a",
-        {
-          "class": "glossary-term",
-          "data-glossary-term": "",
-          "href": f"{glossary_href}{slug}",
-        },
-      )
-      ET.SubElement(link, "span", {"class": "glossary-term__label"}).text = text[start:end]
-      ET.SubElement(
-        link,
-        "span",
-        {
-          "class": "glossary-term__tooltip",
-          "data-search-exclude": "",
-        },
-      ).text = tooltip
-      pieces.append(link)
-      self.seen.add(slug)
-      cursor = end
-
-    if not pieces:
-      return []
-    if cursor < len(text):
-      pieces.append(text[cursor:])
-    return pieces
-
-
-class GlossaryExtension(Extension):
-  def extendMarkdown(self, md) -> None:
-    md.registerExtension(self)
-    glossary, rendered = load_glossary()
-
-    md.preprocessors.register(
-      GlossaryPreprocessor(md, rendered),
-      "docs-ext-glossary-preprocessor",
-      27,
-    )
-    md.treeprocessors.register(
-      GlossaryTreeprocessor(md, glossary),
-      "docs-ext-glossary-treeprocessor",
-      0,
-    )
-
-
-def makeExtension(**kwargs) -> GlossaryExtension:
-  return GlossaryExtension(**kwargs)

docs/ext/glossary.toml

@@ -1,8 +0,0 @@
-[glossary]
-onroad = "openpilot's system state while ignition is on."
-offroad = "openpilot's system state while ignition is off."
-route = "A route is a recording of an onroad session."
-segment = "Routes are split into one minute chunks called segments."
-"comma connect" = "The web viewer for all your routes; check it out at [connect.comma.ai](https://connect.comma.ai)."
-panda = "The secondary processor on the device that implements the functional safety and directly talks to the car over CAN. See the [panda repo](https://github.com/commaai/panda)."
-"comma four" = "The latest hardware by comma.ai for running openpilot. More info at [comma.ai/shop/comma-four](https://www.comma.ai/shop/comma-four)."

docs/getting-started/what-is-openpilot.md

@@ -0,0 +1,12 @@
+# What is openpilot?
+
+[openpilot](http://github.com/commaai/openpilot) is an open source driver assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC), Automated Lane Centering (ALC), Forward Collision Warning (FCW), and Lane Departure Warning (LDW) for a growing variety of [supported car makes, models, and model years](https://github.com/commaai/openpilot/blob/master/docs/CARS.md). In addition, while openpilot is engaged, a camera-based Driver Monitoring (DM) feature alerts distracted and asleep drivers. See more about [the vehicle integration](https://github.com/commaai/openpilot/blob/master/docs/INTEGRATION.md) and [limitations](https://github.com/commaai/openpilot/blob/master/docs/LIMITATIONS.md).
+
+
+## How do I use it?
+
+openpilot is designed to be used on the comma 3X.
+
+## How does it work?
+
+In short, openpilot uses the car's existing APIs for the built-in [ADAS](https://en.wikipedia.org/wiki/Advanced_driver-assistance_system) system and simply provides better acceleration, braking, and steering inputs than the stock system.

docs/hooks/glossary.py

@@ -0,0 +1,68 @@
+import re
+import tomllib
+
+def load_glossary(file_path="docs/glossary.toml"):
+  with open(file_path, "rb") as f:
+    glossary_data = tomllib.load(f)
+  return glossary_data.get("glossary", {})
+
+def generate_anchor_id(name):
+  return name.replace(" ", "-").replace("_", "-").lower()
+
+def format_markdown_term(name, definition):
+  anchor_id = generate_anchor_id(name)
+  markdown = f"* [**{name.replace('_', ' ').title()}**](#{anchor_id})"
+  if definition.get("abbreviation"):
+    markdown += f" *({definition['abbreviation']})*"
+  if definition.get("description"):
+    markdown += f": {definition['description']}\n"
+  return markdown
+
+def glossary_markdown(vocabulary):
+  markdown = ""
+  for category, terms in vocabulary.items():
+    markdown += f"## {category.replace('_', ' ').title()}\n\n"
+    for name, definition in terms.items():
+      markdown += format_markdown_term(name, definition)
+  return markdown
+
+def format_tooltip_html(term_key, definition, html):
+  display_term = term_key.replace("_", " ").title()
+  clean_description = re.sub(r"\[(.+)]\(.+\)", r"\1", definition["description"])
+  glossary_link = (
+    f"<a href='/concepts/glossary#{term_key}' class='tooltip-glossary-link' title='View in glossary'>Glossary🔗</a>"
+  )
+  return re.sub(
+    re.escape(display_term),
+    lambda
+    match: f"<span data-tooltip>{match.group(0)}<span class='tooltip-content'>{clean_description} {glossary_link}</span></span>",
+    html,
+    flags=re.IGNORECASE,
+  )
+
+def apply_tooltip(_term_key, _definition, pattern, html):
+  return re.sub(
+    pattern,
+    lambda match: format_tooltip_html(_term_key, _definition, match.group(0)),
+    html,
+    flags=re.IGNORECASE,
+  )
+
+def tooltip_html(vocabulary, html):
+  for _category, terms in vocabulary.items():
+    for term_key, definition in terms.items():
+      if definition.get("description"):
+        pattern = rf"(?<!\w){re.escape(term_key.replace('_', ' ').title())}(?![^<]*<\/a>)(?!\([^)]*\))"
+        html = apply_tooltip(term_key, definition, pattern, html)
+  return html
+
+# Page Hooks
+def on_page_markdown(markdown, **kwargs):
+  glossary = load_glossary()
+  return markdown.replace("{{GLOSSARY_DEFINITIONS}}", glossary_markdown(glossary))
+
+def on_page_content(html, **kwargs):
+  if kwargs.get("page").title == "Glossary":
+    return html
+  glossary = load_glossary()
+  return tooltip_html(glossary, html)

docs/how-to/connect-to-comma.md

@@ -1,15 +1,15 @@
-# connect to a comma 3X or comma four
+# connect to a comma 3X
 
-A comma device is a normal [Linux](https://github.com/commaai/agnos-builder) computer that exposes [SSH](https://wiki.archlinux.org/title/Secure_Shell) and a [serial console](https://wiki.archlinux.org/title/Working_with_the_serial_console).
+A comma 3X is a normal [Linux](https://github.com/commaai/agnos-builder) computer that exposes [SSH](https://wiki.archlinux.org/title/Secure_Shell) and a [serial console](https://wiki.archlinux.org/title/Working_with_the_serial_console).
 
 ## Serial Console
 
-On the comma 3X, the serial console is accessible from the main OBD-C port, forwarded through the panda.
-Access it using `panda/scripts/som_debug.sh`.
+On both the comma three and 3X, the serial console is accessible from the main OBD-C port.
+Connect the comma 3X to your computer with a normal USB C cable, or use a [comma serial](https://comma.ai/shop/comma-serial) for steady 12V power.
 
-comma four also exposes a serial console, albeit through an internal debug connector. Dedicated debug hardware coming soon to the comma shop.
+On the comma three, the serial console is exposed through a UART-to-USB chip, and `tools/scripts/serial.sh` can be used to connect.
 
-Login to the default user with:
+On the comma 3X, the serial console is accessible through the [panda](https://github.com/commaai/panda) using the `panda/tests/som_debug.sh` script.
 
   * Username: `comma`
   * Password: `comma`
@@ -25,7 +25,7 @@ In order to SSH into your device, you'll need a GitHub account with SSH keys. Se
     * Port: `22`
 
 Here's an example command for connecting to your device using its tethered connection:<br />
-`ssh comma@192.168.43.1 -i ~/.ssh/my_github_key`
+`ssh comma@192.168.43.1`
 
 For doing development work on device, it's recommended to use [SSH agent forwarding](https://docs.github.com/en/developers/overview/using-ssh-agent-forwarding).
 
@@ -45,7 +45,7 @@ In order to use ADB on your device, you'll need to perform the following steps u
     * Here's an example command for connecting to your device using its tethered connection: `adb connect 192.168.43.1:5555`
 
 > [!NOTE]
-> The default port for ADB is 5555.
+> The default port for ADB is 5555 on the comma 3X.
 
 For more info on ADB, see the [Android Debug Bridge (ADB) documentation](https://developer.android.com/tools/adb).
 
@@ -55,7 +55,7 @@ The public keys are only fetched from your GitHub account once. In order to upda
 
 The `id_rsa` key in this directory only works while your device is in the setup state with no software installed. After installation, that default key will be removed.
 
-## ssh.comma.ai proxy
+#### ssh.comma.ai proxy
 
 With a [comma prime subscription](https://comma.ai/connect), you can SSH into your comma device from anywhere.
 
@@ -79,7 +79,6 @@ Host ssh.comma.ai
 ```
 ssh -i ~/.ssh/my_github_key -o ProxyCommand="ssh -i ~/.ssh/my_github_key -W %h:%p -p %p %h@ssh.comma.ai" comma@ffffffffffffffff
 ```
-
 (Replace `ffffffffffffffff` with your dongle_id)
 
 ### ssh.comma.ai host key fingerprint

docs/how-to/replay-a-drive.md

@@ -8,7 +8,7 @@ Replaying is a critical tool for openpilot development and debugging.
 Just run `tools/replay/replay --demo`.
 
 ## Replaying CAN data
-*Hardware required: jungle and comma four*
+*Hardware required: jungle and comma 3X*
 
 1. Connect your PC to a jungle.
 2.

docs/how-to/turn-the-speed-blue.md

@@ -3,7 +3,7 @@
 
 In 30 minutes, we'll get an openpilot development environment set up on your computer and make some changes to openpilot's UI.
 
-And if you have a comma four, we'll deploy the change to your device for testing.
+And if you have a comma 3X, we'll deploy the change to your device for testing.
 
 ## 1. Set up your development environment
 

docs/index.md

@@ -1,12 +0,0 @@
-# What is openpilot?
-
-[openpilot](http://github.com/commaai/openpilot) is an open source driver assistance system. Currently, openpilot performs the functions of Adaptive Cruise Control (ACC), Automated Lane Centering (ALC), Forward Collision Warning (FCW), and Lane Departure Warning (LDW) for a growing variety of [supported car makes, models, and model years](https://github.com/commaai/openpilot/blob/master/docs/CARS.md). In addition, while openpilot is engaged, a camera-based Driver Monitoring (DM) feature alerts distracted and asleep drivers. See more about [the vehicle integration](https://github.com/commaai/openpilot/blob/master/docs/INTEGRATION.md) and [limitations](https://github.com/commaai/openpilot/blob/master/docs/LIMITATIONS.md).
-
-
-## How do I use it?
-
-openpilot is designed to be used on the comma four.
-
-## How does it work?
-
-In short, openpilot uses the car's existing APIs for the built-in [ADAS](https://en.wikipedia.org/wiki/Advanced_driver-assistance_system) system and simply provides better acceleration, braking, and steering inputs than the stock system.

docs/index.md

@@ -0,0 +1 @@
+getting-started/what-is-openpilot.md

docs/stylesheets/extra.css

@@ -1,42 +0,0 @@
-.md-logo img {
-  filter: invert(1);
-}
-
-.glossary-term {
-  position: relative;
-  color: inherit;
-  text-decoration: none;
-}
-
-.glossary-term__label {
-  border-bottom: 1px dotted currentColor;
-}
-
-.glossary-term__tooltip {
-  position: absolute;
-  top: calc(100% + 0.4rem);
-  left: 50%;
-  width: max-content;
-  max-width: min(30rem, 80vw);
-  padding: 0.65rem 0.8rem;
-  border-radius: 0.6rem;
-  background: rgb(26 26 26 / 96%);
-  color: white;
-  box-shadow: 0 0.6rem 1.8rem rgb(0 0 0 / 22%);
-  font-size: 0.85rem;
-  line-height: 1.45;
-  opacity: 0;
-  pointer-events: none;
-  transform: translateX(-50%) translateY(-0.15rem);
-  transition: opacity 120ms ease, transform 120ms ease;
-  visibility: hidden;
-  z-index: 20;
-}
-
-.glossary-term:hover .glossary-term__tooltip,
-.glossary-term:focus-visible .glossary-term__tooltip,
-.glossary-term:focus-within .glossary-term__tooltip {
-  opacity: 1;
-  transform: translateX(-50%) translateY(0);
-  visibility: visible;
-}

launch_chffrplus.sh

@@ -7,7 +7,6 @@ source "$DIR/launch_env.sh"
 function agnos_init {
   # TODO: move this to agnos
   sudo rm -f /data/etc/NetworkManager/system-connections/*.nmmeta
-  rm -f /data/scons_cache/config.lock
 
   # set success flag for current boot slot
   sudo abctl --set_success

launch_env.sh

@@ -16,7 +16,7 @@ export VECLIB_MAXIMUM_THREADS=1
 export QCOM_PRIORITY=12
 
 if [ -z "$AGNOS_VERSION" ]; then
-  export AGNOS_VERSION="17.2"
+  export AGNOS_VERSION="16"
 fi
 
 export STAGING_ROOT="/data/safe_staging"

mkdocs.yml

@@ -0,0 +1,44 @@
+site_name: openpilot docs
+repo_url: https://github.com/commaai/openpilot/
+site_url: https://docs.comma.ai
+
+exclude_docs: README.md
+
+strict: true
+docs_dir: docs
+site_dir: docs_site/
+
+hooks:
+  - docs/hooks/glossary.py
+extra_css:
+  - css/tooltip.css
+theme:
+  name: readthedocs
+  navigation_depth: 3
+
+nav:
+  - Getting Started:
+    - What is openpilot?: getting-started/what-is-openpilot.md
+  - How-to:
+    - Turn the speed blue: how-to/turn-the-speed-blue.md
+    - Connect to a comma 3X: how-to/connect-to-comma.md
+    # - Make your first pull request: how-to/make-first-pr.md
+    #- Replay a drive: how-to/replay-a-drive.md
+  - Concepts:
+    - Logs: concepts/logs.md
+    - Safety: concepts/safety.md
+    - Glossary: concepts/glossary.md
+  - Car Porting:
+    - What is a car port?: car-porting/what-is-a-car-port.md
+    - Porting a car brand: car-porting/brand-port.md
+    - Porting a car model: car-porting/model-port.md
+  - Contributing:
+    - Roadmap: contributing/roadmap.md
+    #- Architecture: contributing/architecture.md
+    - Contributing Guide →: https://github.com/commaai/openpilot/blob/master/docs/CONTRIBUTING.md
+  - Links:
+    - Blog →: https://blog.comma.ai
+    - Bounties →: https://comma.ai/bounties
+    - GitHub →: https://github.com/commaai
+    - Discord →: https://discord.comma.ai
+    - X →: https://x.com/comma_ai

pyproject.toml

@@ -20,34 +20,26 @@ dependencies = [
   # core
   "cffi",
   "scons",
-  "pycapnp",
+  "pycapnp==2.1.0",
   "Cython",
   "setuptools",
   "numpy >=2.0",
 
-  # vendored native dependencies
-  "bzip2 @ git+https://github.com/commaai/dependencies.git@release-bzip2#subdirectory=bzip2",
-  "capnproto @ git+https://github.com/commaai/dependencies.git@release-capnproto#subdirectory=capnproto",
-  "eigen @ git+https://github.com/commaai/dependencies.git@release-eigen#subdirectory=eigen",
-  "ffmpeg @ git+https://github.com/commaai/dependencies.git@release-ffmpeg#subdirectory=ffmpeg",
-  "libjpeg @ git+https://github.com/commaai/dependencies.git@release-libjpeg#subdirectory=libjpeg",
-  "libyuv @ git+https://github.com/commaai/dependencies.git@release-libyuv#subdirectory=libyuv",
-  "zstd @ git+https://github.com/commaai/dependencies.git@release-zstd#subdirectory=zstd",
-  "ncurses @ git+https://github.com/commaai/dependencies.git@release-ncurses#subdirectory=ncurses",
-  "zeromq @ git+https://github.com/commaai/dependencies.git@release-zeromq#subdirectory=zeromq",
-  "libusb @ git+https://github.com/commaai/dependencies.git@release-libusb#subdirectory=libusb",
-  "git-lfs @ git+https://github.com/commaai/dependencies.git@release-git-lfs#subdirectory=git-lfs",
-  "gcc-arm-none-eabi @ git+https://github.com/commaai/dependencies.git@release-gcc-arm-none-eabi#subdirectory=gcc-arm-none-eabi",
-
   # body / webrtcd
-  "av",
   "aiohttp",
   "aiortc",
+  # aiortc does not put an upper bound on pyopenssl and is now incompatible
+  # with the latest release
+  "pyopenssl < 24.3.0",
+  "pyaudio",
 
   # panda
   "libusb1",
   "spidev; platform_system == 'Linux'",
 
+  # modeld
+  "onnx >= 1.14.0",
+
   # logging
   "pyzmq",
   "sentry-sdk",
@@ -75,14 +67,14 @@ dependencies = [
   # ui
   "raylib > 5.5.0.3",
   "qrcode",
+  "mapbox-earcut",
   "jeepney",
-  "pillow",
 ]
 
 [project.optional-dependencies]
 docs = [
   "Jinja2",
-  "zensical",
+  "mkdocs",
 ]
 
 testing = [
@@ -94,6 +86,7 @@ testing = [
   "pytest-subtests",
   # https://github.com/pytest-dev/pytest-xdist/pull/1229
   "pytest-xdist @ git+https://github.com/sshane/pytest-xdist@2b4372bd62699fb412c4fe2f95bf9f01bd2018da",
+  "pytest-timeout",
   "pytest-asyncio",
   "pytest-mock",
   "ruff",
@@ -102,13 +95,18 @@ testing = [
 ]
 
 dev = [
+  "av",
+  "dictdiffer",
   "matplotlib",
   "opencv-python-headless",
+  "parameterized >=0.8, <0.9",
+  "pyautogui",
+  "pywinctl",
 ]
 
 tools = [
-  "imgui  @ git+https://github.com/commaai/dependencies.git@release-imgui#subdirectory=imgui",
-  "metadrive-simulator @ git+https://github.com/commaai/metadrive.git@minimal ; (platform_machine != 'aarch64')",
+  "metadrive-simulator @ https://github.com/commaai/metadrive/releases/download/MetaDrive-minimal-0.4.2.4/metadrive_simulator-0.4.2.4-py3-none-any.whl ; (platform_machine != 'aarch64')",
+  "dearpygui>=2.1.0; (sys_platform != 'linux' or platform_machine != 'aarch64')", # not vended for linux aarch64
 ]
 
 [project.urls]
@@ -131,6 +129,7 @@ cpp_files = "test_*"
 cpp_harness = "selfdrive/test/cpp_harness.py"
 python_files = "test_*.py"
 asyncio_default_fixture_loop_scope = "function"
+#timeout = "30"  # you get this long by default
 markers = [
   "slow: tests that take awhile to run and can be skipped with -m 'not slow'",
   "tici: tests that are only meant to run on the C3/C3X",
@@ -148,9 +147,9 @@ testpaths = [
 [tool.codespell]
 quiet-level = 3
 # if you've got a short variable name that's getting flagged, add it here
-ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl,lite,ser"
+ignore-words-list = "bu,ro,te,ue,alo,hda,ois,nam,nams,ned,som,parm,setts,inout,warmup,bumb,nd,sie,preints,whit,indexIn,ws,uint,grey,deque,stdio,amin,BA,LITE,atEnd,UIs,errorString,arange,FocusIn,od,tim,relA,hist,copyable,jupyter,thead,TGE,abl,lite"
 builtin = "clear,rare,informal,code,names,en-GB_to_en-US"
-skip = "./third_party/*, ./tinygrad/*, ./tinygrad_repo/*, ./msgq/*, ./panda/*, ./opendbc/*, ./opendbc_repo/*, ./rednose/*, ./rednose_repo/*, ./teleoprtc/*, ./teleoprtc_repo/*, *.po, uv.lock, *.onnx, *.pem, ./cereal/gen/*, */c_generated_code/*, docs/assets/*, tools/plotjuggler/layouts/*, selfdrive/assets/offroad/mici_fcc.html"
+skip = "./third_party/*, ./tinygrad/*, ./tinygrad_repo/*, ./msgq/*, ./panda/*, ./opendbc/*, ./opendbc_repo/*, ./rednose/*, ./rednose_repo/*, ./teleoprtc/*, ./teleoprtc_repo/*, *.po, uv.lock, *.onnx, ./cereal/gen/*, */c_generated_code/*, docs/assets/*, tools/plotjuggler/layouts/*, selfdrive/assets/offroad/mici_fcc.html"
 
 # https://docs.astral.sh/ruff/configuration/#using-pyprojecttoml
 [tool.ruff]
@@ -207,7 +206,6 @@ lint.flake8-implicit-str-concat.allow-multiline = false
 "pyray.is_mouse_button_pressed".msg = "This can miss events. Use Widget._handle_mouse_press"
 "pyray.is_mouse_button_released".msg = "This can miss events. Use Widget._handle_mouse_release"
 "pyray.draw_text".msg = "Use a function (such as rl.draw_font_ex) that takes font as an argument"
-"pyray.draw_texture".msg = "Use rl.draw_texture_ex for float position support"
 
 [tool.ruff.format]
 quote-style = "preserve"
@@ -251,6 +249,3 @@ unsupported-operator = "ignore"
 # Ignore not-subscriptable - false positives from dynamic types
 not-subscriptable = "ignore"
 # not-iterable errors are now fixed
-
-[tool.uv]
-python-preference = "only-managed"

release/build_release.sh

@@ -72,8 +72,9 @@ find . -name '*.pyc' -delete
 find . -name 'moc_*' -delete
 find . -name '__pycache__' -delete
 rm -rf .sconsign.dblite Jenkinsfile release/
-rm -f selfdrive/modeld/models/*.onnx
-rm -f sunnypilot/modeld*/models/*.onnx
+rm selfdrive/modeld/models/driving_vision.onnx
+rm selfdrive/modeld/models/driving_policy.onnx
+rm sunnypilot/modeld*/models/supercombo.onnx
 
 find third_party/ -name '*x86*' -exec rm -r {} +
 find third_party/ -name '*Darwin*' -exec rm -r {} +

release/ci/docker_build_sp.sh

@@ -1,14 +1,12 @@
 #!/usr/bin/env bash
 set -e
 
+# To build sim and docs, you can run the following to mount the scons cache to the same place as in CI:
+# mkdir -p .ci_cache/scons_cache
+# sudo mount --bind /tmp/scons_cache/ .ci_cache/scons_cache
+
 SCRIPT_DIR=$(dirname "$0")
 OPENPILOT_DIR=$SCRIPT_DIR/../../
-
-DOCKER_IMAGE=sunnypilot
-DOCKER_FILE=Dockerfile.openpilot
-DOCKER_REGISTRY=ghcr.io/sunnypilot
-COMMIT_SHA=$(git rev-parse HEAD)
-
 if [ -n "$TARGET_ARCHITECTURE" ]; then
   PLATFORM="linux/$TARGET_ARCHITECTURE"
   TAG_SUFFIX="-$TARGET_ARCHITECTURE"
@@ -17,11 +15,9 @@ else
   TAG_SUFFIX=""
 fi
 
-LOCAL_TAG=$DOCKER_IMAGE$TAG_SUFFIX
-REMOTE_TAG=$DOCKER_REGISTRY/$LOCAL_TAG
-REMOTE_SHA_TAG=$DOCKER_REGISTRY/$LOCAL_TAG:$COMMIT_SHA
+source $SCRIPT_DIR/docker_common_sp.sh $1 "$TAG_SUFFIX"
 
-DOCKER_BUILDKIT=1 docker buildx build --provenance false --pull --platform $PLATFORM --load -t $DOCKER_IMAGE:latest -t $REMOTE_TAG -t $LOCAL_TAG -f $OPENPILOT_DIR/$DOCKER_FILE $OPENPILOT_DIR
+DOCKER_BUILDKIT=1 docker buildx build --provenance false --pull --platform $PLATFORM --load --cache-to type=inline --cache-from type=registry,ref=$REMOTE_TAG -t $DOCKER_IMAGE:latest -t $REMOTE_TAG -t $LOCAL_TAG -f $OPENPILOT_DIR/$DOCKER_FILE $OPENPILOT_DIR
 
 if [ -n "$PUSH_IMAGE" ]; then
   docker push $REMOTE_TAG

release/ci/docker_common_sp.sh

@@ -0,0 +1,18 @@
+if [ "$1" = "base" ]; then
+  export DOCKER_IMAGE=sunnypilot-base
+  export DOCKER_FILE=Dockerfile.sunnypilot_base
+elif [ "$1" = "prebuilt" ]; then
+  export DOCKER_IMAGE=sunnypilot-prebuilt
+  export DOCKER_FILE=Dockerfile.sunnypilot
+else
+  echo "Invalid docker build image: '$1'"
+  exit 1
+fi
+
+export DOCKER_REGISTRY=ghcr.io/sunnypilot
+export COMMIT_SHA=$(git rev-parse HEAD)
+
+TAG_SUFFIX=$2
+LOCAL_TAG=$DOCKER_IMAGE$TAG_SUFFIX
+REMOTE_TAG=$DOCKER_REGISTRY/$LOCAL_TAG
+REMOTE_SHA_TAG=$DOCKER_REGISTRY/$LOCAL_TAG:$COMMIT_SHA